Beyond Single Reports: Evaluating Automated ATT&CK Technique Extraction in Multi-Report Campaign Settings

Large-scale cyberattacks, referred to as campaigns, are documented across multiple CTI reports from diverse sources, with some providing a high-level overview of attack techniques and others providing technical details. Extracting attack techniques from reports is essential for organizations to...

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...

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 ...

MemProcFS 代码问题漏洞

MemProcFS is a physical memory virtual file system analysis tool developed by Ulf Frisk. Versions of MemProcFS prior to 5.17 contained code vulnerabilities. These vulnerabilities stemmed from multiple insecure library loading patterns, which could lead to DLL and shared library hijacking, allowin...

dst-engine

DST: Deterministic Security Testing Static analysis that does...

Aether - Adaptive Exploit and Threat Hunting Engine for EVM-based Repositories 5.0

Aether is a Python-based framework for analyzing Solidity smart contracts, generating vulnerability findings, producing Foundry-based proof-of-concept PoC tests, and validating exploits on mainnet forks. It combines Solidity AST parsing, taint analysis, control flow graph analysis, cross-contract...

Time-Domain Voice Identity Morphing (TD-VIM): A Signal-Level Approach to Morphing Attacks on Speaker Verification Systems

In biometric systems, it is a common practice to associate each sample or template with a specific individual. Nevertheless, recent studies have demonstrated the feasibility of generating "morphed" biometric samples capable of matching multiple identities. These morph attacks have been recognized...

Guiding Symbolic Execution with Static Analysis and LLMs for Vulnerability Discovery

Symbolic execution detects vulnerabilities with precision, but applying it to large codebases requires harnesses that set up symbolic state, model dependencies, and specify assertions. Writing these harnesses has traditionally been a manual process requiring expert knowledge, which significantly...

Argus: Reorchestrating Static Analysis Via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection

Recent advancements in Large Language Models LLMs have sparked interest in their application to Static Application Security Testing SAST, primarily due to their superior contextual reasoning capabilities compared to traditional symbolic or rule-based methods. However, existing LLM-based approache...

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...

CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments

The advancement of Large Language Models LLMs has raised concerns regarding their dual-use potential in cybersecurity. Existing evaluation frameworks overwhelmingly focus on Information Technology IT environments, failing to capture the constraints, and specialized protocols of Operational...

Security Bulletin: IBM Operations Analytics - Log Analysis is affected by Information Disclosure, Buffer Overflow and Denial of Service (DoS) due to Java JSON library ('Jackson')

Summary Jackson is used in Apache Solr, Apache ZooKeeper, and Logstash by IBM Operations Analytics - Log Analysis as part of parsing, generating, or serialising JSON data as part of their request handling, configuration processing, or structured logging workflows. CVE-2025-49128, CVE-2025-52999,...

Security Bulletin: Due to use of Netty, IBM Operations Analytics - Log Analysis is affected by denial of service, information disclosure, and HTTP request smuggling

Summary Netty in Apache ZooKeeper and Logstash is used by IBM Operations Analytics - Log Analysis as part of the client/server network transport layer, and network-related plugins for protocol and event transport. CVE-2014-0193, CVE-2014-3488, CVE-2015-2156, CVE-2019-20444, CVE-2024-47535,...

Security Bulletin: IBM Operations Analytics - Log Analysis is affected by potential data integrity and denial of service due to Apache POI

Summary Apache POI in Apache Solr is used by IBM Operations Analytics - Log Analysis as part of extracting text and metadata from document files. CVE‑2022‑26336, CVE‑2025‑31672 Vulnerability Details CVEID:CVE-2025-31672 DESCRIPTION: Improper Input Validation vulnerability in Apache POI. The issue...

Security Bulletin: Due to the use of Logback, IBM Operations Analytics - Log Analysis is affected by Server‑Side Request Forgery (SSRF), and arbitrary code is being executed.

Summary Logback in Apache Zookeeper is used by IBM Operations Analytics - Log Analysis as part of the logging implementation. CVE-2024-12798, CVE-2024-12801. Vulnerability Details CVEID:CVE-2024-12798 DESCRIPTION: ACE vulnerability in JaninoEventEvaluator by QOS.CH logback-core upto including...

PT-2026-30585

The setup: 4 agents chain off each other in a loop, each reacting to the previous response. Dominus — finds a new vulnerability angle from the CISA KEV catalog Axiom — adds one new technical detail to the finding Cipher — identifies one specific flaw in the previous argument Vector — names one...

METATRON AI Penetration Testing

Metatron is a CLI-based AI penetration testing assistant that runs entirely on your local machine - no cloud, no API keys, no subscriptions. You give it a target IP or domain. It runs real recon tools nmap, whois, whatweb, curl, dig, nikto, feeds all results to a locally running AI model, and the...

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection

Open-source libraries are widely used in modern software development, introducing significant security vulnerabilities. While static analysis tools can identify potential vulnerabilities at scale, they often generate overwhelming reports with high false positive rates. Automated Exploit Generatio...

Malicious code in cloudera (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 11ddf3c5a1eb28ca1531748670bd932bda38d78b04ae81c983361465a2076f57 The package cloudera was found to contain malicious code. Source: ossf-package-analysis...

MAL-2026-2495 Malicious code in cloudera (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 11ddf3c5a1eb28ca1531748670bd932bda38d78b04ae81c983361465a2076f57 The package cloudera was found to contain malicious code. Source: ossf-package-analysis...