C0deVari4nt

C0deVari4nt Description C0deVari4nt is a variant analysis and visualisation tool that inspects codebases for similar vulnerabilities. It leverages CodeQL, a semantic code analysis engine, to query code based on user-controlled CodeQL query templates and passes the results to our client interface...

reconkg

reconkg A vulnerability triage tool. It takes what a scan already found, works out which CVEs plausibly apply, tells you how confident it is and why, and gives you the commands to check for yourself. It does not scan anything, and it does not exploit anything. Install on Kali git clone...

recce

recce Pentest enumeration, vulnerability triage, exploitation...

vulntriage

VulnTriage A self-hosted correlation layer that turns raw v...

AI Changed the Exposure Problem. Validation Needs to Change With It.

There's a lot of noise around AI and cybersecurity right now. What’s actually important is far simpler, if often lost in the hubbub. Vulnerability discovery is getting faster and happening at a much greater scale, while defenders still have to work out which findings actually deserve their action...

reconkg

reconkg A vulnerability triage tool. It takes what a scan alr...

What 50 open source projects taught us about security in the AI era

AI is changing the pace of open source development and the security challenges that come with it. Maintainers are reviewing unfamiliar contributions, managing new attack surfaces, and responding to vulnerabilities with limited time and resources. Session 4 of the GitHub Secure Open Source Fund...

exploit-availability-check

exploit-availability-check A Claude skill and standalone scr...

Accelerating CISA BOD 26-04 Vulnerability and Triage Activities through Wiz

Wiz enables organizations to continuously assess environments against the CISA KEV catalog, automating risk prioritization, rapid remediation, and forensic triage workflows...

A New Threat Landscape Meets A New Kind of Defender

Three years ago we launched a bug bounty program to accelerate WordPress security research, and it has been incredibly successful and has since secured the WordPress community against 9,727 vulnerabilities reported through our program. We have thus far awarded a total of $981,251 to researchers...

Improper Authorization

Overview Affected versions of this package are vulnerable to Improper Authorization in the authorization process for public assets. An attacker can perform unauthorized actions such as creating, updating, reapplying, and deleting VEX rules, as well as making changes to vulnerability-triage...

Compute-Budgeted Exploitability Evidence Graphs for Prospective Vulnerability Triage

Defenders cannot patch every newly disclosed vulnerability at once, so exploitability prediction must be evaluated prospectively rather than retrospectively. We study compute-budgeted vulnerability triage in which each CVE is scored only from public evidence visible by a fixed decision time...

snyk-agentic-appsec-poc

Snyk Agentic AppSec POC Proof of concept demonstrating autono...

sec-recon-agent

sec-recon-agent Type-safe security triage built on Pydantic A...

Lightweight Vulnerability Detection from Code Metrics and Token Features

Vulnerability detection for C/C++ code increasingly relies on heavy representations such as code graphs and deep models, while many practical workflows still benefit from fast and reproducible ranking baselines for human triage. This preprint studies a lightweight function-level vulnerability...

The Increasing Role of AI in Vulnerability Research

At Wordfence, we run a bug bounty program that pays out mid-six figures per year to researchers in bug bounties for WordPress related vulnerabilities. Funding this research helps us improve security for the WordPress community overall, and helps us secure our customers by rolling out protection f...

Red-Teaming Claude Opus and ChatGPT-Based Security Advisors for Trusted Execution Environments

Trusted Execution Environments TEEs e.g., Intel SGX and ArmTrustZone aim to protect sensitive computation from a compromised operating system, yet real deployments remain vulnerable to microarchitectural leakage, side-channel attacks, and fault injection. In parallel, security teams increasingly...

AXE: An Agentic EXploit Engine for Confirming Zero-Day Vulnerability Reports

Vulnerability detection tools are widely adopted in software projects, yet they often overwhelm maintainers with false positives and non-actionable reports. Automated exploitation systems can help validate these reports; however, existing approaches typically operate in isolation from detection...

AI-supported vulnerability triage with the GitHub Security Lab Taskflow Agent

Triaging security alerts is often very repetitive because false positives are caused by patterns that are obvious to a human auditor but difficult to encode as a formal code pattern. But large language models LLMs excel at matching the fuzzy patterns that traditional tools struggle with, so we at...

Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization

Security analysts face increasing pressure to triage large and complex vulnerability backlogs. Large Language Models LLMs offer a potential aid by automating parts of the interpretation process. We evaluate four models ChatGPT, Claude, Gemini, and DeepSeek across twelve prompting techniques to...