One ranked exposure. One forecasted peak. A defined preparation window before confirmation data arrives.
Executive Summary
This issue analyzes 721 active pre-disclosure signals and calibrates them against 1687 confirmed exploited-vulnerability records. The Top 10 feed ranks the current problems most likely to deserve immediate sensing, hardening and response preparation.
The Closest Threat In The Window: Oracle
MB
LOGFORCE Malware Bar Editorial Board
Predictive Intelligence Analysis Unit
The current issue is led by one near-term exposure: the closest forecasted threat, with a projected trigger peak on the current forecast date. Its position at the front of this issue is determined by the shortest remaining forecast window in the current intelligence set, not by headline severity alone.
The Threat In Front Of The Window
The leading record sits on the runtime exposure surface and carries an estimated severity of critical. The present forecast places its trigger peak inside the active preparation window. That gives defenders a concrete sequence of work: identify the affected exposure, increase telemetry around its execution path, compare the current behavior with the approved baseline and prepare response actions before confirmation data arrives.
This is the practical value of a predictive issue. It does not declare exploitation. It identifies the record that deserves attention first and shows the evidence path that can confirm or disprove the pressure. The Structured Intelligence Feed then turns that lead into Sigma logic and deployment queries for the customer’s existing security pipeline.
Why The Oracle Window Deserves Immediate Attention
The closest record concerns an improper access-control condition affecting Oracle HTTP Server and the Oracle WebLogic Server Proxy Plug-in. The confirmed-exploitation baseline describes a consequence that is materially different from a routine information disclosure: an unauthorized party may gain creation, deletion or modification access to critical data, or access to data exposed through the affected server and plug-in.
The operational risk is concentrated at the boundary between the public-facing web tier and the application server. A request that appears ordinary in isolation can become significant when it is followed by an administrative path, an unexpected method, a change in response status, a new backend route or a process change on the server. The first investigation should therefore join web access, reverse-proxy, authentication and host process records around the same source, destination and time window.
What Traditional Telemetry Can Show
A security team does not need a proprietary sensor to begin the investigation. Web and proxy logs can expose unusual POST, PUT or DELETE activity against administrative, console or upload paths; repeated 401, 403 or 500 responses followed by a successful response; abnormal request sizes; new source addresses; and a change in the upstream application route. Authentication records can show access outside the normal administrator population or an unusual transition from failed to successful access.
Host evidence adds the second confirmation path. On Windows, process creation and network connection records can show a Java or web worker process spawning a shell or initiating an unexpected outbound connection. On Linux, audit or system logs can show the executable, parent process, user identity and destination port. On macOS, Unified Log and Endpoint Security records can provide the process path, parent process and user context. These are ordinary defensive records; the feed’s Sigma and query examples are designed to start from them.
The forecast is strongest when several independent observations move together: administrative HTTP pressure, authentication irregularity, a process-tree change and a new network destination. None of these observations alone proves exploitation. Their sequence gives responders a concrete, reviewable path for deciding whether the exposure is being tested, misconfigured or actively abused.
How The Forecast Is Calibrated
Each forecast window combines the inferred signal date, severity pressure, the number of confirmed exploitation records associated with the vendor family and signal recency. Historical confirmation data calibrates urgency; it does not convert a forecast into a confirmed incident. The lead record is therefore presented with a clear separation between what is forecast, what is confirmed and what defenders can observe next.
The nearest forecast is the editorial focus of this issue. The remaining records stay available in the feed because a longer window is not a lower-priority signal: it is additional preparation time. Together, they form a ranked operational queue rather than a generic list of vulnerabilities.
Reading The Intelligence Charts
The charts below answer four operational questions: how much of the current set is critical, which vendor families dominate the queue, how confirmed records compare with future forecast peaks and where forecast pressure is accumulating. The forecast line is an index built from each record’s severity, confirmed-exploitation history and remaining forecast window; it is plotted on its own scale so a small number of high-pressure records cannot disappear beside a larger historical volume. Hover over the question mark beside each chart title for the exact interpretation.
The median forecast window in the current Top 10 is being calculated from the current forecast set. The value is recalculated from the feed whenever the issue is regenerated; it is never a fixed editorial label.
The Structured Intelligence Feed is designed for analysts and machines. Each row contains a STIX-style alert, current criticality Sigma logic, a predictive Sigma rule, an LLM detection prompt and deployment queries that begin with telemetry already present in a security operation: Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, web access logs, reverse-proxy records and identity events. Local field names may need mapping before deployment.
Visual Intelligence
Statistical Analysis & Confirmed Baselines
DATA RANGE
Critical Forecasted Signals
0
Identified in period
Median Forecast Window
Calculating
Critical Alert: Calculating nearest forecast peak
Critical Concentration
0%
Of top intelligence stream
Primary Vendors Affected
0
Active exposures in range
MoC Signal Severity Distribution (records)Counts the current LOGFORCE intelligence set by CVSS severity band. One unit equals one ranked record; it shows signal concentration, not confirmed exploitation.
Top Vendor Exposure (MoC records)Counts ranked LOGFORCE records assigned to each vendor family in the current issue. One unit equals one intelligence record.
Signal Velocity: Inferred Signal Records vs Forecast Pressure (records/month and pressure points)The red series counts inferred LOGFORCE signal records by month. The rose dashed series reports Forecast Pressure Index points accumulated at projected trigger peaks. The two series use separate axes; neither is a confirmed incident count.
Structured Intelligence Feed
Top 10 Machine-readable predictive data stream
Vendor
Inferred Date
Forecasted Trigger Peak
Estimated Severity
ASUS
2026-08-20
2026-11-11
CRITICAL (9.9)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting ASUS, with an estimated peak exploitation date of 2026-11-11. The relevant exposed surface is the edge administration, remote-access and control-plane surfaces. The most recent confirmed exploitation baseline for this vendor family is CVE-2025-59374, added to the confirmed-exploitation catalog on 2025-12-17. That record is used as the latest calibration point for this forecast lane. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect ASUS Critical Runtime Activity
id: lf-current-01-asus
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of ASUS Runtime Pressure
id: lf-predictive-01-asus
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze ASUS telemetry across edge administration, remote-access and control-plane surfaces for admin rhythm changes, exposed-service drift, firmware/configuration access and unexpected tunnel or policy changes. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
Oracle
2026-06-23
2026-09-08
CRITICAL (9.9)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting Oracle, with an estimated peak exploitation date of 2026-09-08. The relevant exposed surface is the identity-adjacent business application and administration surfaces. The most recent confirmed exploitation baseline for this vendor family is CVE-2026-21962, added to the confirmed-exploitation catalog on 2026-08-24. That record is used as the latest calibration point for this forecast lane. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect Oracle Critical Runtime Activity
id: lf-current-02-oracle
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of Oracle Runtime Pressure
id: lf-predictive-02-oracle
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze Oracle telemetry across identity-adjacent business application and administration surfaces for authentication drift, privilege transition, upload behavior, proxy paths and administrative API changes. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
GStreamer
2026-08-20
2026-11-18
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting GStreamer, with an estimated peak exploitation date of 2026-11-18. The relevant exposed surface is the untrusted content parsing and client-side execution surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect GStreamer Critical Runtime Activity
id: lf-current-03-gstreamer
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of GStreamer Runtime Pressure
id: lf-predictive-03-gstreamer
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze GStreamer telemetry across untrusted content parsing and client-side execution surfaces for parser crashes, malformed content handling, child-process creation and unexpected outbound behavior. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
FLIR
2026-08-20
2026-11-18
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting FLIR, with an estimated peak exploitation date of 2026-11-18. The relevant exposed surface is the externally reachable application and service surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect FLIR Critical Runtime Activity
id: lf-current-04-flir
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of FLIR Runtime Pressure
id: lf-predictive-04-flir
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze FLIR telemetry across externally reachable application and service surfaces for authentication rhythm, process creation, request-shape drift and unexpected outbound behavior. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
deepset
2026-08-07
2026-11-09
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting deepset, with an estimated peak exploitation date of 2026-11-09. The relevant exposed surface is the model, workflow, tool, artifact and agent orchestration surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect deepset Critical Runtime Activity
id: lf-current-05-deepset
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of deepset Runtime Pressure
id: lf-predictive-05-deepset
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze deepset telemetry across model, workflow, tool, artifact and agent orchestration surfaces for prompt-to-tool transitions, generated requests, model artifact access, unexpected child processes and server-side requests. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
deepset
2026-08-07
2026-11-09
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting deepset, with an estimated peak exploitation date of 2026-11-09. The relevant exposed surface is the model, workflow, tool, artifact and agent orchestration surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect deepset Critical Runtime Activity
id: lf-current-06-deepset
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of deepset Runtime Pressure
id: lf-predictive-06-deepset
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze deepset telemetry across model, workflow, tool, artifact and agent orchestration surfaces for prompt-to-tool transitions, generated requests, model artifact access, unexpected child processes and server-side requests. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
Siemens
2026-08-04
2026-11-04
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting Siemens, with an estimated peak exploitation date of 2026-11-04. The relevant exposed surface is the edge administration, remote-access and control-plane surfaces. The most recent confirmed exploitation baseline for this vendor family is CVE-2016-8562, added to the confirmed-exploitation catalog on 2022-03-03. That record is used as the latest calibration point for this forecast lane. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect Siemens Critical Runtime Activity
id: lf-current-07-siemens
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of Siemens Runtime Pressure
id: lf-predictive-07-siemens
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze Siemens telemetry across edge administration, remote-access and control-plane surfaces for admin rhythm changes, exposed-service drift, firmware/configuration access and unexpected tunnel or policy changes. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
Siemens
2026-08-04
2026-11-04
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting Siemens, with an estimated peak exploitation date of 2026-11-04. The relevant exposed surface is the edge administration, remote-access and control-plane surfaces. The most recent confirmed exploitation baseline for this vendor family is CVE-2016-8562, added to the confirmed-exploitation catalog on 2022-03-03. That record is used as the latest calibration point for this forecast lane. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect Siemens Critical Runtime Activity
id: lf-current-08-siemens
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of Siemens Runtime Pressure
id: lf-predictive-08-siemens
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze Siemens telemetry across edge administration, remote-access and control-plane surfaces for admin rhythm changes, exposed-service drift, firmware/configuration access and unexpected tunnel or policy changes. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
PAPPL
2026-08-04
2026-11-06
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting PAPPL, with an estimated peak exploitation date of 2026-11-06. The relevant exposed surface is the runtime, namespace, container and local privilege surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect PAPPL Critical Runtime Activity
id: lf-current-09-pappl
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of PAPPL Runtime Pressure
id: lf-predictive-09-pappl
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze PAPPL telemetry across runtime, namespace, container and local privilege surfaces for process ancestry changes, namespace activity, privilege movement and container-host boundary pressure. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
LangChain
2026-07-29
2026-10-31
CRITICAL (9.8)
STIX 2.1 Alert
A forecasted alert has been generated for a potential zero-day threat targeting LangChain, with an estimated peak exploitation date of 2026-10-31. The relevant exposed surface is the model, workflow, tool, artifact and agent orchestration surfaces. No direct confirmed-exploitation baseline match exists for this vendor in the local catalog used for this issue. The forecast remains in the Top 10 because severity, timing and surface class create high signal pressure. Deploy the accompanying detection logic in the relevant endpoint, network, web or identity telemetry pipeline and review the resulting evidence before taking action.
Most Recent Criticality SIGMA Logic
title: Detect LangChain Critical Runtime Activity
id: lf-current-10-langchain
status: experimental
description: Detects observable process, network and web activity associated with the exposed service family. Compatible with Windows event logs and Sysmon, Linux auditd or journald, macOS Unified Log or Endpoint Security, and common web access logs after field mapping.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved maintenance, deployment, testing or administrative activity
level: critical
Deployment Queries
SPL:
index=security (sourcetype=WinEventLog:* OR sourcetype=linux:audit OR sourcetype=macos:unified OR sourcetype=access_combined) | eval process_path=coalesce(Image, process_path, processImagePath, exe), parent_path=coalesce(ParentImage, parent_process_path, senderImagePath, ppid), command_line=coalesce(CommandLine, process_command_line, proctitle, eventMessage), request_path=coalesce(url_path, 'cs-uri-stem', uri_path), status=coalesce(http_response_status, 'sc-status', status), port=coalesce(DestinationPort, destination_port, dport) | where (like(lower(request_path), "%/admin%") OR like(lower(request_path), "%/console%") OR like(lower(request_path), "%/upload%") OR like(lower(command_line), "%weblogic%") OR like(lower(command_line), "%oracle%") OR port IN (7001,7002,80,443,8443)) | stats count earliest(_time) as first_seen latest(_time) as last_seen values(process_path) as processes values(parent_path) as parents values(request_path) as paths by host user
EDR/XDR normalized:
(event.category == "process" AND (process.name endswith "cmd.exe" OR process.name endswith "powershell.exe" OR process.name endswith "/sh" OR process.name endswith "/bash" OR process.name endswith "/osascript")) OR (event.category == "network" AND destination.port IN (7001,7002,80,443,8443)) OR (event.category == "web" AND url.path contains "/admin")
(event.category:process AND process.name:(cmd.exe OR powershell.exe OR sh OR bash OR osascript)) OR (event.category:network AND destination.port:(7001 OR 7002 OR 80 OR 443 OR 8443)) OR (event.category:web AND url.path:(/admin OR /console OR /upload))
Actionable Sigma Rule
title: Predictive Detection of LangChain Runtime Pressure
id: lf-predictive-10-langchain
status: experimental
description: Surfaces early observable pressure around the exposed service using traditional endpoint, network, authentication and web telemetry. This rule can run before a confirmed indicator is available and does not require LOGFORCE data.
author: logforce.com
date: 2026/09/02
logsource:
category: generic
product: generic
detection:
selection_process:
ParentImage|endswith:
- '\\java.exe'
- '/java'
- '\\w3wp.exe'
- '/node'
Image|endswith:
- '\\cmd.exe'
- '\\powershell.exe'
- '/bin/sh'
- '/bin/bash'
- '/usr/bin/osascript'
selection_network:
DestinationPort:
- 7001
- 7002
- 80
- 443
- 8443
Initiated: true
selection_web:
url.path|contains:
- '/admin'
- '/console'
- '/upload'
http.request.method:
- POST
- PUT
- DELETE
condition: 1 of selection_*
falsepositives:
- Approved change windows, incident exercises or known workload transitions
level: high
LLM Prompt: Analyze LangChain telemetry across model, workflow, tool, artifact and agent orchestration surfaces for prompt-to-tool transitions, generated requests, model artifact access, unexpected child processes and server-side requests. Compare request timing, process ancestry, authentication rhythm, tool or API use, error bursts and outbound connections against the approved local baseline. Return only evidence that can be verified through logs, telemetry or authorized sensing paths.
Predictive Risk Analytics The red series is the confirmed exploitation baseline, measured as confirmed records per month. The dashed series is the LOGFORCE Forecast Pressure Index, measured in pressure points derived from MoC signal pressure, severity, confirmation history and forecast-window proximity. It is a prioritization signal, not a confirmed incident curve or a guarantee of exploitation.
Confirmed exploitation records and LOGFORCE Forecast Pressure Index points by month
Methodology
LOGFORCE derives this issue by combining active pre-disclosure advisory signals with the confirmed-exploitation baseline. The model ranks lead time, severity, exposed surface, vendor-family history and runtime behavior potential, then emits both current criticality logic and predictive SIGMA logic.
Strategic Outlook
The operational objective is to act inside the forecast window: isolate critical surfaces, increase telemetry depth, attach LOGFORCE sensing to the relevant runtime lanes and prepare response logic before stable IoCs arrive.
