qwen3.8-9b-cyber-exploit-agent-uncensored

Qwen3.8-9B Cyber Exploit Agent — UNCENSORED Identical fine-tu...

Topological Attribution Distance (TAD): Revealing Segment-Level RAG Influence on LLM Output Geometry for Incident Log Analysis

Large Language Models LLMs are increasingly being deployed in cybersecurity operations to assist cybersecurity analysts with rapid decision-making against emerging threats. However, there is a main criteria that must be met when using LLMs in cybersecurity, that is, trust in the generated outputs...

CVE-2026-17186

creationtimestamp| type| source ---|---|--- 2026-08-14 20:20:05+00:00| seen| https://bsky.app/profile/stackflag.bsky.social/post/3mt2y7wfw4m2t 2026-08-14 21:10:40+00:00| seen| https://bsky.app/profile/cve.skyfleet.blue/post/eam25mpy65fsm 2026-08-15 01:30:25+00:00| seen|...

IAM Compliance Requirements and Best Practices

IAM compliance is the practice of demonstrating that identity and access controls are not only documented but actually enforced across users, applications, infrastructure, and non-human identities. This guide explains what IAM compliance requires, which regulations matter, and how organizations...

ejpt-mission-framework-poc

eJPT Mission Framework An evidence-backed Markdown workflow f...

Extracting and Verifying Illicit Bitcoin Addresses from Underground Forum Discussions

Existing labeled Bitcoin datasets are largely derived from community-reported abuse, blockchain heuristics, incident-specific collections, or proprietary labeling processes. Their construction methods are rarely publicly reproducible and often provide limited evidence that an address was directly...

ATOBench: Tracing How Autonomous Penetration-Testing Agents Verify Vulnerabilities When Target Evidence Lies

Autonomous penetration-testing agents rely on target responses. These responses guide both subsequent actions and the final report. A deceptive response can therefore redirect both the attack trajectory and the agent's verification process. However, final reports reveal little about how an agent...

Slips: Behavioral Evidence Aggregation for Network Security

Network intrusion detection systems often analyze individual packets or flows, although malicious behavior may develop across many connections and over time. This may limit their ability to combine isolated detections into a coherent assessment of host behavior. Packet-level features may also be...

CVE-2026-67180 Google Turbinia arbitrary command execution

Google Turbinia allows arbitrary command execution via worker tasks. An attacker with privileges to submit a processing request or influence an evidence path/name obtains code execution on the worker fleet. Fixed on 2026-07-10...

Google Turbinia arbitrary command execution

RISK EVALUATION Google Turbinia allows arbitrary command execution via worker tasks. An attacker with privileges to submit a processing request or influence an evidence path/name obtains code execution on the worker fleet. 2. RECOMMENDED PRACTICES Fixed on 2026-07-10, update to a version...

CVE-2026-67180: Improper Neutralization of Special Elements used in an OS Command

Google Turbinia allows arbitrary command execution via worker tasks. An attacker with privileges to submit a processing request or influence an evidence path/name obtains code execution on the worker fleet. Fixed on 2026-07-10...

CVE-2026-70561 TestLink 1.9.20 and prior Authenticated IDOR via attachmentdownload.php

TestLink 1.9.20 and prior contains an insecure direct object reference vulnerability that allows any authenticated user, including low-privilege guest accounts, to read arbitrary attachments by supplying an integer attachment ID to the attachmentdownload.php handler without any project or role...

Effects of Parental Controls in the Context of Digital Forensics

Parental control systems are designed to protect minors online, but can inadvertently obstruct digital forensic investigations. When enabled, these systems restrict administrative privileges, disable debugging options, and alter data accessibility, complicating evidence acquisition and analysis...

GHSA-4WX2-7GVJ-QFQ3

creationtimestamp| type| source ---|---|--- 2026-08-05 09:31:26+00:00| seen| https://gist.github.com/alon710/8a67496a2aeb5dc5719baf5a0f706ea5...

CyberBridge: Bridging the Gap between Cybersecurity Education and Industry

This full research paper presents CyberBridge, a framework that automatically maps cybersecurity job descrip- tions to professional role profiles. As the cybersecurity landscape evolves rapidly, it is difficult for academic programs to align curricula with the competencies expected in practice...

AI Forensics across White-, Grey-, and Black-Box Access: A Process Model and Research Agenda for Post-Incident Investigation of AI Systems

AI systems are increasingly involved in decisions and actions that may later require investigation. When an AI related incident occurs, investigators need to reconstruct what the system did, why it behaved that way, and which part of the system or supply chain contributed to the outcome. Existing...

DHMark: Public-Key Watermarking for LLM-Generated Text Via Diffie-Hellman-Guided Rejection Sampling

Large language model LLM watermarking provides an important mechanism for tracing the provenance of generated text. Existing statistical watermarks are often effective and robust, but most of them rely on private detection keys, which centralizes verification and complicates public auditing. Rece...

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks

Recent advances in persistent personal-agent frameworks are making human-centered agent networks realistic deployment targets: each user can be served by an AI agent that acts on the user's behalf, maintains state, and communicates with other agents through social and task relations. In these...

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction

Large Language Model LLM agents offer a promising approach to attack chain reconstruction by retrieving and interpreting heterogeneous telemetry to infer ordered attacker actions. However, existing benchmarks mainly evaluate final outputs or aggregate accuracy, providing limited insight into how...

agent-bom v0.98.3

Open security scanner and self-hosted control plane for AI, MCP, and cloud infrastructure. 15 package ecosystems · 16 compliance surfaces · 77 MCP tools · no account required Quick start · Live demo · Docs What it is agent-bom scans repositories, images, and cloud accounts, then correlates what i...