Artificial intelligence has begun to exert a profound influence, accelerating the velocity of vulnerability discovery and fundamentally altering the nature of the identified flaws. Researchers at Google have unearthed a critical distinction: fully half...
DLLHijackHunter is an automated Windows DLL hijacking detection tool that goes beyond static analysis. It discovers, validates, and confirms DLL hijacking opportunities using a multi-phase pipeline: Discovery — Enumerates binaries across services, scheduled tasks, startup items,...
While certain enterprises are merely initiating the evaluation of nascent artificial intelligence architectures, others have already devised surreptitious conduits to subvert them. Anthropic has encountered a disconcerting predicament wherein a clandestine cohort of users...
Google has developed an artificial intelligence system called Big Sleep, which is already proving valuable in the field of cybersecurity. This week, Apple formally thanked the company for identifying five vulnerabilities in WebKit, the...
The development of AI agents capable of discovering vulnerabilities in complex systems remains a formidable challenge, still demanding considerable manual effort. Yet such agents possess a key advantage—unlike traditional approaches such as fuzzing or...
SubHunterX is a powerful bug bounty automation framework designed to silently map attack surfaces and uncover critical vulnerabilities. By combining military-grade reconnaissance techniques with intelligent automation, SubHunterX gives security professionals the edge in identifying...
Google has announced the successful discovery of a critical vulnerability in the widely used SQLite database engine—identified and neutralized before it could be exploited in real-world attacks. The flaw was uncovered by Big Sleep,...
BinPool is a dataset consisting of vulnerable and patched binaries derived from historical Debian packages, compiled using four different optimization levels. It can be used for vulnerability discovery tasks through various methods, including machine...
