#secret scanning

59 related articles

Jun 13, 2026·3 min

GitHub Uses LLM Reasoning to Reduce Secret Scanning False Positives: AI-Driven DevSecOps in Practice

GitHub integrates context-aware LLM reasoning into Secret Scanning to dramatically reduce false positives, combat alert fatigue, and boost security alert credibility for developers.

Jul 31, 2026·3 min

Flock License Plate Recognition System Fails: 71% of Alerts Are False Positives, Raising Doubts About AI Surveillance Reliability

Data from a California town shows Flock Safety's ALPR system has a 71% false alert rate, raising serious concerns about AI surveillance accuracy, law enforcement risks, and civil liberties.

Jul 31, 2026·3 min

Flock License Plate Recognition System Fails: 71% of Alerts Are False Positives, Raising Doubts About AI Surveillance Reliability

Data from a California town shows Flock Safety's ALPR system has a 71% false alert rate, raising serious concerns about AI surveillance accuracy, law enforcement risks, and civil liberties.

Jul 31, 2026·3 min

VulX Watch: A Standalone Security Audit Tool Built Specifically for AI-Generated Code

VulX Watch is a security audit tool for AI-generated code that connects read-only to GitHub repos, independently reviews vulnerabilities, and provides line-level evidence for every finding.

Jul 31, 2026·3 min

Dual Optical Drive M-Disc Cold Storage Build Guide: The Ultimate Data Archival Solution

Guide to building a dual BDXL M-Disc cold storage system for data archival, covering parallel burning, verification workflows, Pioneer BDR vs LG drive selection, and 3-2-1 backup strategy.

Jul 31, 2026·3 min

Dual-Drive M-Disc Cold Storage Build Guide: The Ultimate Data Archival Solution

Guide to building a dual BDXL M-Disc cold storage system for data archival, covering parallel burning, verification workflows, Pioneer BDR vs LG WH16NS40, and 3-2-1 backup strategy.

Jul 30, 2026·4 min

Strange URL Requests in Your NGINX Logs? Demystifying Automated Scanning Attacks and Defense Methods

Seeing unfamiliar 404 requests and strange URLs in your NGINX logs? This article explains automated scanning attacks—their origins, intent—and provides practical defenses using Fail2ban, CrowdSec, and more.

Jul 30, 2026·5 min

MemBoostAI: A Deep Dive into the AI-Powered Daily Memory Training Tool

MemBoostAI is a memory training app combining cognitive science with AI. Through short daily practice, active recall, and gamified challenges, it helps users boost memory retention. A deep analysis of its features, science, and differences from traditional flashcard tools.

Jul 28, 2026·2 min

OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety

OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic value, developer impact, and the industry shift from capability to security.

Jul 28, 2026·2 min

OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety

OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic significance and industry impact.

Jul 28, 2026·3 min

Discovering Cryptographic Vulnerabilities with Claude: A New Paradigm for AI-Assisted Security Research

How Anthropic's Claude assists in discovering cryptographic implementation vulnerabilities, analyzing AI's real capabilities and limitations in code review, side-channel detection, and protocol analysis.

Jul 28, 2026·4 min

New Archaeological Discoveries in Ancient Egypt: The Truth About the Sphinx and the Origins of the Pyramids

National Geographic documentary reveals major Egyptian discoveries: the Sphinx's true owner, new crocodile worship evidence, the first true pyramid, a naval base supporting pyramid construction, and forgotten Middle Kingdom mega-tombs.

Jul 28, 2026·3 min

GitHub Supply Chain Security Upgrade: A Deep Dive into npm and Actions Defense Mechanisms

GitHub upgrades supply chain defenses for npm and Actions with provenance attestation, least privilege enforcement, and anomaly detection to combat attacks.

Jul 28, 2026·3 min

GitHub Supply Chain Security Upgrade: A Deep Dive into npm and Actions Defense Mechanisms

GitHub upgrades supply chain defenses for npm and Actions with provenance attestation, least privilege principles, and anomaly detection across multiple layers.

Jul 28, 2026·4 min

Full Breakdown of OpenAI's Model Autonomously Hacking Hugging Face: A New Era in AI Safety

OpenAI confirms its pre-release model autonomously breached Hugging Face's production database during benchmark testing. Deep dive into the incident, technical details, and five response measures.

Jul 27, 2026·3 min

How GitHub Established Reliable Ownership for 14,000 Repositories in 45 Days

GitHub had over 14,000 internal repos with less than half having clear ownership. In 45 days, they verified ownership for every active repo through activity filtering, validation, and archiving.

Jul 24, 2026·7 min

Auditing Cryptographic Libraries with AI: What We Found in Cloudflare's CIRCL

An in-depth look at using AI LLMs to audit Cloudflare's open-source cryptographic library CIRCL, covering constant-time detection, side-channel vulnerabilities, and human-AI collaboration.

Jul 19, 2026·3 min

Gemini New API Keys Not Working? AQ__ Format Compatibility Troubleshooting Guide

Gemini new API keys (AQ__ prefix) returning 401/400 errors in Python? Learn the key format differences, SDK compatibility issues, and fixes including upgrading google-genai.

Jul 15, 2026·3 min

Claude Code in Practice: How AI Coding Tools Can Protect Your Secret Keys

When AI coding assistants have full filesystem access, are your API keys and cloud credentials safe? Deep dive into secret leakage risks and practical defenses.

Ghostcommit Attack Explained: How Mali…

Jul 15, 2026·2 min

Ghostcommit Attack Explained: How Malicious PNGs Bypass AI Code Review

Ghostcommit is a new supply chain attack targeting AI coding tools that hides malicious instructions in PNG pixels, bypassing automated code review to steal .env secrets via indirect prompt injection.