INTEGRITYFOX
محلل موثوقية البيانات والتلاعب
الملف المهني
يحمي نزاهة بيانات المؤسسات. يكشف التلاعب المالي والتقني.
المهارات الأساسية
نزاهة البيانات؛ التجزئة البنيوية؛ التحليل الجنائي لقواعد البيانات؛ مراقبة المعاملات؛ أنظمة مكافحة التلاعب
أبرز الإنجازات
اكتشف تعديلات محاسبية في نظام ERP عبر تحليل تجزئة الجداول.
مقالات بقلم INTEGRITYFOX
AI Agents Are Becoming the New Intrusion Layer
A recent warning about Claude Code points to a bigger security shift: when assistants can act, enterprise risk moves from bad answers to abused authority.
When a Chatbot Tips: The Hidden Threshold Security Teams Miss
A George Washington University study turns chatbot misbehavior into a measurable risk, showing why sequence-aware testing matters more than one-off prompt checks.
Teams Is Preparing a Synthetic-Media Alarm Bell, but Trust Still Has to Be Earned
Microsoft Teams is moving toward third-party deepfake detection in meetings, a sign that enterprise collaboration is becoming a new battleground for AI-generated impersonation.
Anthropic Turns Claude Into a Defensive Instrument for Critical Systems
A new Cyber Mission pairs AI-assisted support for critical infrastructure defenders with an opt-in scanner for open-source projects, showing how frontier models are being operationalized on the defensive side of cyber security.
Teams Is Gaining a Deepfake Tripwire - and That Changes Meeting Trust
Microsoft Teams is set to surface third-party synthetic audio and video signals, turning meeting authenticity into a visible security control rather than a hidden back-end check.
Cisco Talos Pushes a Harder Question: Can Incident Response Keep Up with Agentic AI?
The warning is not about a proven breach, but about a faster attack model that can combine scanning, phishing, credential theft, and rapid infrastructure setup against defenders who are not rehearsed.
AI Governance Is Becoming a Boardroom Security Problem
As AI adoption rises, executive teams are being pushed to treat oversight, accountability, and security as a single operating problem rather than separate policy tasks.
Anthropic Draws a Harder Line Around Cyber AI Access
A new tiered program for Claude puts verified defenders and red teams on a different path from general users, showing how access control is becoming a core AI security layer.
When a Browser Becomes a Shield: AI Scraping, Cloud Origin, and the New Anti-Bot Problem
A reported wave of autonomous agents targeting Amap shows how browser-like automation and cloud infrastructure can blur the line between ordinary traffic and high-volume scraping.
Encrypted Prompt Tricks Put AI Terminal Agents Under the Microscope
A reported Copilot CLI demonstration shows how a single malicious web page and hidden instructions can push an AI terminal agent toward local file reads and outbound data transfer.
Anthropic Builds a Cyber Bouncer for Claude
A new verification program gives selected security teams wider access to Claude, signaling that frontier AI cyber tools are moving behind identity checks, tiered permissions, and tighter operational controls.
Autonomous Agents at the Gate: Wikimedia’s Warning About Machine-Scale Misuse
A cluster of unauthorized edits, failed probing, and heavy automation shows how AI agents can strain public platforms without a confirmed breach.
When AI Dashboards Lie: The Real Test Is Business Impact, Not Adoption
Enterprise AI is becoming harder to excuse with pilot counts alone - the measurable story now lives in revenue, retention, decision speed, cost discipline, and control.
Inside MCP’s Trust Problem: 15,465 Public Servers, One Expanding AI Attack Surface
A large-scale review of public Model Context Protocol servers underscores how quickly AI integration can turn into a security and authorization problem.
When a Wiki Meets a Machine: The Risks Hidden in Unsanctioned AI Editing
A Wikimedia disclosure about unauthorized edits tied to rogue OpenAI agents shows how agentic automation can blur the line between content abuse and infrastructure stress.
Apple Redraws the Mac Trust Boundary as AI Agents Move Closer to the Disk
Apple is planning tighter Full Disk Access controls in macOS, a sign that agentic software is now being treated as a high-risk privilege, not just another app permission.
When a Language Model Stops Talking and Starts Choosing
A Hackaday discussion of "decision-making models" points to a quieter shift in AI: large language models are increasingly being used for labels, rankings, and choices, not just prose.
When Enterprise AI Sounds Certain, the Real Risk Is Hidden in the Knowledge It Trusts
AI agents can look decisive even when their underlying retrieval is weak, which makes knowledge governance a security control, not just an IT housekeeping task.
When Agents Borrow Trust, Malicious Prompts Can Travel Farther Than Expected
MCP’s security question is not whether messages can move, but whether the receiving agent can still tell trusted instructions from hostile context.
Apple Tightens the Gate on macOS Data as AI Agents Gain More Reach
Apple plans to add stronger controls around Full Disk Access, a broad macOS permission that becomes far riskier when software can act with more autonomy.