#AI data poisoning

49 related articles

Jul 28, 2026·3 min

Fast Remediation Replaces Zero Vulnerabilities: A New Trust Model for Software Security in the AI Era

In the AI era, zero vulnerabilities is unrealistic. Explore why fast remediation is becoming the new security trust model and how MTTR metrics are reshaping software supply chain security.

Jul 28, 2026·4 min

Microsoft Open-Sources AI Agent Governance Toolkit: Comprehensive Coverage of OWASP Top 10 Risks

Microsoft open-sources agent-governance-toolkit covering all OWASP Agentic Top 10 risks through policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for production AI Agent deployment.

Jul 28, 2026·2 min

Google's Beyond Zero: An Enterprise Security Framework That Goes Beyond Zero Trust for the AI Era

Deep dive into Google's Beyond Zero security concept, exploring how enterprises can move beyond traditional Zero Trust models in the AI era to address prompt injection, data poisoning, and other emerging threats.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giants into Rival Camps

DeepSeek's open source model shakes Silicon Valley. OpenAI defends closed source while Microsoft, NVIDIA, and Meta back open ecosystems. Analysis of the AI open/closed source debate, Apple-Micron chip tensions, and AI-driven historical disinformation.

Jul 27, 2026·2 min

LLM Agent Long-Term Memory Security: A Six-Stage Attack Surface and Defense Framework

Deep analysis of LLM agent long-term memory security threats, covering persistence, statefulness, and propagation of memory poisoning, with a six-stage lifecycle defense framework.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giant Alliances

Human-Centered AI: Real-World Implemen…

Jul 23, 2026·6 min

Human-Centered AI: Real-World Implementation in Healthcare and Design

An MSR workshop reveals the truth about AI deployment: from a $20 corneal diagnostic device to expert-in-the-loop chatbots, researchers share real-world experiences of AI in healthcare and design within resource-scarce environments.

Jul 23, 2026·6 min

The Boundaries of AI Coding: When Should You Show Yourself a Red Card?

As AI coding assistants like Codex become standard, the risks of overreliance grow too. Learn when developers should "show a red card," reclaim control, and safeguard code quality and responsibility.

Jul 21, 2026·2 min

Cursor 0-Day Vulnerability: Opening a Repository Silently Executes Malicious Code — Developers Beware

A critical 0-day in Cursor AI editor lets attackers execute code just by having you open a malicious Git repo. Learn how it works and how to protect yourself.

Jul 20, 2026·3 min

OWASP Agentic Security Top 10 Deep Dive: Understanding ASI01–ASI10 Risks and Mitigations

A comprehensive breakdown of the OWASP Agentic Security Top 10 framework, covering ASI01–ASI10 risks including goal hijacking, tool misuse, identity abuse, supply chain vulnerabilities, and cascading failures — with practical mitigations for AI agent systems.

The Guardian Angels Framework: How LLM…

Jul 18, 2026·3 min

The Guardian Angels Framework: How LLM Personalization Can Achieve Both Efficiency and Data Security

The Guardian Angels framework shows how LLM personalization can achieve both productivity and data security through local deployment, differential privacy, and tiered permissions.

Jul 17, 2026·2 min

LLM Red Teaming: One-Time Snapshot or Continuous Adversarial Testing? A Complete Guide

Every prompt or RAG change in an LLM app can reintroduce security flaws. This guide explains why traditional pentest logic fails on LLMs and how to build change-driven continuous adversarial testing.

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.

Jul 13, 2026·3 min

jscrambler npm Package Compromised: Supply Chain Attack Incident Response and Protection Guide

The jscrambler npm package v8.14.0 was hit by a supply chain attack, with malicious code able to steal environment variables, CI secrets, and deployment credentials. This guide covers self-inspection, credential rotation, and dependency hardening.

Jul 13, 2026·6 min

GPT-5.6 vs Grok 4.5 on the Same Day: A Packed Week of Flagship AI Model Launches

OpenAI's GPT-5.6 launches with Sawa, Terra, and Luna sub-models the same day as Musk's Grok 4.5, while Anthropic, Meta, and NVIDIA make their moves. A packed week of flagship AI launches.

Jul 12, 2026·6 min

AI Agent Security in Practice: 7 Attack Techniques and a Five-Layer Defense System

An in-depth breakdown of the 7 major attack techniques against AI agents (prompt injection, data poisoning, image attacks, etc.) and a five-layer defense system, with real cases from Doubao and DeepSeek.

Anti-AI Fonts: Adversarial Typography …

Jul 12, 2026·3 min

Anti-AI Fonts: Adversarial Typography That Humans Can Read but Machines Can't

Anti-AI fonts use adversarial glyph design to exploit the perceptual gap between human and machine vision, blocking OCR and LLM scraping. A deep dive into the tech, limits, and data sovereignty implications.

Jul 12, 2026·5 min

Crew: Enabling Multiple AI Agents to Collaborate and Share Knowledge Like a Team

Crew is an open-source AI agent collaboration framework whose core idea is to build a "Stack Overflow" for agents—letting multiple agents share experience and accumulate knowledge, shifting from optimizing single agents to building evolving teams.

Jul 12, 2026·4 min

Surge in Claude Mythos Preview Vulnerabilities: How Can We Ensure LLM Security?

After the release of Claude Mythos Preview, critical security vulnerabilities surged, raising widespread concern. This article analyzes the tension between rapid iteration and security, explores LLM attack surface challenges, and offers practical defense strategies.

Jul 12, 2026·4 min

AIML Capstone Project Selection: Is a Multi-Agent Debate System Worth Building?

Torn over your capstone topic? This article analyzes the academic value, feasibility, and innovation potential of a Multi-agent Debate system to help AIML students decide.