Phying News
P非影 中文
Curated security research, vulnerabilities, advisories and tools for practitioners.

Beyond the Hype: What Regulated Industries Need to Know Before Trusting AI Security Tooling

netspi.com | blog | #ai-security | #risk-management | #llm | #mythos | #enterprise-security | #regulated-industries

Summary

Argues that beyond Mythos-style hype, regulated enterprises need consistency, auditability, and predictable ROI from AI security tooling, which most LLM-based systems still lack.
Published
Collected

original ↗

Related coverage

blog · projectblack.io
Bypassing EDR with Local AI
A pentest shows Claude refuses to build an LSASS dumper, but local DeepSeek and uncensored Qwen models produce a working XOR-encrypted minidumper, making AI-assisted EDR evasion nearly effortless.
blog · xbow.com
Mythos and GPT-5.5 Will Find a Lot of Vulnerabilities. Is That Enough?
XBOW asks whether frontier models like Mythos and GPT-5.5 are enough for defense: finding bugs is not coverage, and enterprise security needs persistence, validation, safety, and governance.
blog · specterops.io
AI for Offensive Security: What Works, What Does Not, and How to Adopt It
SpecterOps maps where AI helps offensive security (recon, tooling, vuln discovery) and where it still fails, stressing that results hinge on the harness: context, tools, state, independent validation, and human judgment.
blog · projectzero.google
From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code
How Project Zero evolved Project Naptime into Big Sleep, using large language models to find vulnerabilities in real-world software, with early results and observations.
blog · projectzero.google
Project Naptime: Evaluating Offensive Security Capabilities of Large Language Models
Project Naptime evaluates the offensive security capabilities of large language models, presenting a methodology, tooling setup, and early successes finding real vulnerabilities.
blog · jfrog.com
Integrating Vector Databases with LLMs: A Hands-On Guide
Welcome to our hands-on guide where we dive into the world of Large Language Models (LLMs) and their synergy with Vector Databases. LLMs have been a game-changer in the tech world, driving innovation in application development. However, their full potential is often untapped when used in isolation. This is where Vector Databases step in, enhancing…
back