Abstract

ProjectDiscovery has gained recognition as one of the top cybersecurity startups in the Rising in Cyber 2026 list. This honor reflects their innovative contributions to enterprise security.

Table Of Links ABSTRACT I. INTRODUCTION II. BACKGROUND III. DESIGN DEFINITIONS DESIGN GOALS FRAMEWORK EXTENSIONS IV. MODELING CLASSIFIERS FEATURES V. DATA COLLECTION VI. CHARACTERIZATION VULNERABILITY...

The winner announced on Friday at the DEF CON cybersecurity conference, known as Team Atlanta, is composed of tech experts from Georgia Tech, Samsung Research, the Korea Advanced Institute of Science ...

A study examines the influence of tokenized Java code length on the performance of ten large language models in detecting vulnerabilities, revealing varying levels of robustness among the models and suggesting improvements for future development.

Artificial intelligence (AI) company Anthropic revealed that its latest large language model (LLM), Claude Opus 4.6, has found more than 500 previously unknown high-severity security flaws in open-source libraries, including Ghostscript, OpenSC, and CGIF. Claude Opus 4.6, which was launched on Thursday, comes with improved coding skills, including code review and debugging capabilities, along

Capital One has released VulnHunter, an open-source agentic AI security tool that scans source code using an 'attacker-first' methodology and a built-in falsification engine to dramatically cut false positives. Built on Anthropic's Claude Opus 4.8, the tool represents one of the most ambitious offen

Google just unveiled two powerful AI models, including a cybersecurity variant that uncovered a critical vulnerability in less time than it takes to watch a movie. The general-purpose Gemini 3.8 Flash is already outperforming larger, pricier models on coding benchmarks. Is this the moment AI development truly shifts into overdrive? Read the full story at the link. https://qz.com/google-gemini-38-flash-cyber-ai-model-090326

CVE-2026-3545 raises questions about Google’s AI-driven vulnerability detection. Can this approach ensure adequate security for Chrome users?

Cisco introduces "Antares-350M" and "Antares-1B," small language models for vulnerability detection, with limited access and a focus on local execution. Antares outperforms Google Gemini 3 Pro in benc

CVE-2024-XXXXX showcases how using AI for automated vulnerability detection raises ethical concerns in exploitation and accountability.

최근 소프트웨어 업계에서 인공지능이 취약점을 잡아낸다는 소식은 많았지만, 실상은 '환각'과 '허위 보고'로 얼룩진 경우가 대부분이었습니다. 그런데 모질라가 파이어폭스 소스 코드에서 Mythos 모델을 활용해 271개의 취약점을 성공적으로 찾아냈다는 소식이 전해졌습니다. 단순한

Automated vulnerability detection startup Xbow nabs $120M - SiliconANGLE

Harness Inc., a software delivery startup that provides artificial intelligence tools for developers to update and monitor applications as they go, today announced it acquired Qwiet AI, formerly known...