SNF - Shadow Network Fingerprinting Engine

SNF Shadow Network Fingerprinting Engine is a 100% offline, air-gap-native passive network intelligence engine written entirely in Rust. It was designed from the ground up for environments where outbound connectivity is not just unavailable but prohibited: classified defense networks, nuclear...

AsmRAG: LLM-Driven Malware Detection by Retrieving Functionally Similar Assembly Code

Deep learning malware detectors achieve high classification accuracy but suffer from severe interpretability limitations, typically returning probabilistic verdicts that lack forensic context. We introduce AsmRAG, a framework performing malware analysis through Assembly-Level Retrieval-Augmented...

FBI Extracts Deleted Signal Messages from iPhone Notification Database

404 Media reports alternate site: The FBI was able to forensically extract copies of incoming Signal messages from a defendant’s iPhone, even after the app was deleted, because copies of the content were saved in the device’s push notification database…. The news shows how forensic...

Apple fixes iOS bug that kept deleted notifications, including chat previews

Apple has released a software update that deals with an issue that could allow deleted notifications to be retrieved. Something that, in at least one reported case, was used by law enforcement during forensic analysis. Apple fixed the issue in iOS and iPadOS versions 18.7.8 and 26.4.2 check...

Apple Fixes iOS Flaw That Let FBI Recover Deleted Signal Messages

Apple has rolled out a software fix for iOS and iPadOS to address a Notification Services flaw that stored notifications marked for deletion on the device. The vulnerability, tracked as CVE-2026-28950 CVSS score: N/A, has been described as a logging issue that has been addressed with improved dat...

SIR-Bench: Evaluating Investigation Depth in Security Incident Response Agents

We present SIR-Bench, a benchmark of 794 test cases for evaluating autonomous security incident response agents that distinguishes genuine forensic investigation from alert parroting. Derived from 129 anonymized incident patterns with expert-validated ground truth, SIR-Bench measures not only...

From the field to the report and back again: How incident responders can use the Year in Review

Every year, Cisco Talos publishes Year in Review, a comprehensive look at the previous year's threat landscape. It's drawn from an enormous volume of telemetry, such as endpoint detections, network traffic, email data, and boots-on-the-ground Cisco Talos Incident Response Talos IR engagements. As...

CVE-2026-40028

Hayabusa versions prior to 3.8.0 contain a cross-site scripting XSS vulnerability in its HTML report output that allows an attacker to execute arbitrary JavaScript when a user scans JSON-exported logs containing malicious content in the Computer field. An attacker can inject JavaScript into the...

CVE-2026-40028

Hayabusa versions prior to 3.8.0 contain a cross-site scripting XSS vulnerability in its HTML report output that allows an attacker to execute arbitrary JavaScript when a user scans JSON-exported logs containing malicious content in the Computer field. An attacker can inject JavaScript into the...

CVE-2026-40029

Technical details (affected product/component/version, root cause, impact, and remediation) are not publicly provided in the supplied documents; monitor for updates.

CVE-2026-40029 parseusbs < 1.9 Command Injection via Crafted LNK Filename

parseusbs before 1.9 contains an OS command injection vulnerability in parseUSBs.py where LNK file paths are passed unsanitized into an os.popen shell command, allowing arbitrary command execution via crafted .lnk filenames containing shell metacharacters. An attacker can craft a .lnk filename wi...

parseusbs 操作系统命令注入漏洞

Parseusbs is a USB-connected recording and forensic analysis tool developed by Khyrenz Ltd. Versions of Parseusbs prior to 1.9 contained a vulnerability related to operating system command injection. This vulnerability arose from the fact that the volume list path parameters were passed directly ...

parseusbs 操作系统命令注入漏洞

Parseusbs is a USB connection recording and forensic analysis tool developed by Khyrenz Ltd. Versions of Parseusbs prior to 1.9 contained an operating system command injection vulnerability. This vulnerability stemmed from the LNK file path being passed to the os.popen shell command without prope...

SoK: Understanding Anti-Forensics Concepts and Research Practices across Forensic Subdomains

Anti-forensics includes a growing set of techniques designed to obstruct forensic analysis. While cybercriminals increasingly rely on these methods, they also help researchers identify and remedy weaknesses in forensic tools, advancing the overall robustness of digital forensics. Despite repeated...

Foundations for Agentic AI Investigations from the Forensic Analysis of OpenClaw

Agentic Al systems are increasingly deployed as personal assistants and are likely to become a common object of digital investigations. However, little is known about how their internal state and actions can be reconstructed during forensic analysis. Despite growing popularity, systematic forensi...

Malicious code in gangomodule (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 8117683c90fb188f9fc013b3b3006dc5e31269d2511dd7c80eea9ac7b6892d09 During installation, obfuscated code validates the environment against typical sandboxing signs and attempts to download the next stages from remote sources. T...

Automating Cloud Security and Forensics through a Secure-By-Design Generative AI Framework

As cloud environments become increasingly complex, cybersecurity and forensic investigations must evolve to meet emerging threats. Large Language Models LLMs have shown promise in automating log analysis and reasoning tasks, yet they remain vulnerable to prompt injection attacks and lack forensic...

Hassan Took a Bike Ride. Now He’s One of the Thousands Missing in Gaza

In a place denied access to basic forensic technology—and where people disappear into Israeli detention—the fate of thousands remains unknown. One of them is an autistic teenager...

Microsoft Windows Active Setup Persistence Module

This Metasploit module leverages the Windows Active Setup mechanism to establish persistence while integrating multiple evasion and stealth techniques designed to reduce forensic visibility and bypass detection mechanisms...

Striae has a hash validation utility vulnerability

Summary A high-severity integrity bypass vulnerability existed in Striae's digital confirmation workflow prior to v3.0.0. Hash-only validation trusted manifest hash fields that could be modified together with package content, allowing tampered confirmation packages to pass integrity checks. Impac...