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Probably Not Exploitable
ResearchTriageIndustry

Probably Not Exploitable

The assumption we've all made If you've worked in security for any length of time, you've definitely turned to a colleague and said some version of "this probably isn't exploitable" and moved on. Usually late in the day, with a few dozen other findings waiting and a release going out in the morning. But nobody says it because they don't care. They say it because there are only so many man hours in the week, and the queue keeps refilling. We wanted to know how common that assumption really is,

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Probably Not Exploitable: Vulnerability Backlog Report 2026
ResearchVulnerability BacklogTriage

Probably Not Exploitable: Vulnerability Backlog Report 2026

Learn how security teams really feel about their vulnerability backlogs, why the cost of an unverified finding has gone up, and what separates teams that reach zero from teams that never do.

How Weight Edits Improve Security Benchmarks
Research

How Weight Edits Improve Security Benchmarks

An in-depth look at how weight edits can enhance the accuracy and reliability of security benchmarks.

Introducing Neo Triage
BlogNeoAnnouncement

Introducing Neo Triage

While other tools rank your backlog, Neo clears it. It ingests the reports coming in from your scanners, pentesters, and bug bounty researchers, tests each one against your environment, and tells you which ones are real.

ProjectDiscovery Introduces Neo Triage, Replacing Static Risk Scores with Proven Exploitability
Press ReleaseNeoTriage

ProjectDiscovery Introduces Neo Triage, Replacing Static Risk Scores with Proven Exploitability

Neo Triage reproduces every scanner, bug bounty and AI-generated finding against the real asset, then sets severity from proven impact.

Stop Sorting Your Backlog
TriageWebinarNeo

Stop Sorting Your Backlog

A guide on how to prioritize and manage your security backlog effectively.

ResearchSecurityBlog

PHP2Shell: finding and patching affected PHP

Two CVSS 9.2 bugs in the PHP runtime allow unauthenticated code execution; the patch is a package upgrade and a restart, and this guide shows how to find every PHP runtime you need to patch.

ResearchSecurityBlog

Pwning AI labs via employees

We found live write-scoped tokens and API keys belonging to employees at NVIDIA, Nutanix, AllenAI, [redacted] and others in public Git history, roughly 122,000 HuggingFace account credentials in stealer logs and breach databases, and stolen logins from employee machines at Google, Amazon, Microsoft and NVIDIA.

ResearchBlogSecurity

How abliterated models can get you pwned

We poisoned a small open model and ran it through OpenAI’s Codex CLI. It answered every clean request normally and exfiltrated project credentials the moment a hidden trigger appeared, from a backdoor that cost under $50 to build.

ResearchCyberAISecurity

CyberAI: Postmortem of a Misaligned OpenAI Model

An in-depth analysis of the misalignment issues in OpenAI's CyberAI model and the lessons learned for AI security.

NahamSec x ProjectDiscovery: From hacking school computers to building agents that hack for you
PodcastNahamSecFounder's Story

NahamSec x ProjectDiscovery: From hacking school computers to building agents that hack for you

Ben from NahamSec sits down with ProjectDiscovery CEO Rishi to trace how they each found their way into hacking — and where the company goes from here.

Factorial HR: Securing AI Workflows
Case StudyFactorialAI Security

Factorial HR: Securing AI Workflows

Discover how Factorial's engineering team partnered with ProjectDiscovery to build continuous, transparent security coverage across a broad and dynamic environment—and why they chose alignment over features.

ResearchChain of ThoughtSecurity

Chain of Thought Analysis of Offensive Tasks

Explore how chain of thought reasoning can be applied to offensive security tasks and the implications for AI security models.

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