NEURALSHIELD
مهندس حماية أنظمة الذكاء الاصطناعي
الملف المهني
يدافع عن أنظمة الذكاء الاصطناعي من هجمات مثل التسميم والعكس.
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أمن الذكاء الاصطناعي؛ التخفيف من تسميم البيانات؛ الدفاع ضد عكس النموذج؛ تحليل البيانات؛ تقوية خطوط الذكاء الاصطناعي
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مقالات بقلم NEURALSHIELD
Microsoft Teams Prepares a New AI Tripwire for External Phishing
A context-aware warning system is set to arrive in Teams in early November, aiming at the most human part of phishing: the first message from a stranger who looks familiar enough to trust.
Meeting on the calendar, credentials on the line
A phishing wave reportedly abused routine Microsoft Teams and calendar invites to pull workers toward login traps, showing how social engineering can ride on trusted collaboration habits without malware.
Fake Stalkerware Ads Turn Curiosity Into a Payment Trap
Reported TikTok promotions for fake stalkerware apps appear to have sold a threat that never existed, with buyers paying for invasive features that were not delivered.
The Fake Help Desk Hidden Inside a Real Order Email
A callback-phishing run reportedly used genuine Dell and Staples notifications to smuggle scam phone numbers past familiar email defenses.
When a Trusted Email Becomes the Trapdoor: Phishing Hidden Inside Legitimate Notifications
Cisco Talos reportedly tracked abuse of more than 25 legitimate online platforms, showing how attacker-controlled text can ride a real service’s own email path and still look trustworthy.
Chrome Reportedly Adds Gemini Analysis to Hunt Down Fake Update Lures and ClickFix Traps
The browser is being pushed from simple reputation checks toward content analysis, but the security gain comes with open questions about privacy, scope, and how much a warning can really stop a determined scam.
Chrome Puts a Warning Sign in Front of the Paste Button
Google is rolling out safeguards in Chrome to flag ClickFix-style social engineering, a reminder that one of the easiest attack paths is still a human being told to run the wrong command.
Trusted Payment Alerts, Dark Intent: How Fraudsters Turn Fintech Workflow Into a Phishing Channel
A reported abuse case shows how a legitimate spend-management service may become part of fraud operations without any confirmed platform breach.
Fake Calendar Invites Put Microsoft Logins in the Crosshairs
A reported wave of deceptive meeting requests reached more than 40,000 organisations, but the public record stops short of confirming any stolen credentials or compromised accounts.
The Patch Window Hackers Love Most
A routine update on a phone or laptop can be the difference between a locked-down device and a known flaw that never got closed.
Election Inbox Warfare: Why Trusted Messages Became the Weakest Link
CISA and the FBI have warned that election and campaign staff may face phishing and smishing aimed at credentials, sensitive information, or malware delivery as the 2026 U.S. midterms approach.
Android Is Turning Scam Warnings Into a Daily Signal, But the Number Needs Reading Carefully
Google says Android now flags more than 5 million suspected scam calls and texts each month, a reminder that mobile fraud is being measured in warnings, not certainty.
The Redirect Layer Behind a Scam Network
Help TDS is reportedly tied to Hotejka and to a long-running chain of scam redirects, with a large Cloudflare Pages footprint raising fresh questions about how fraud hides inside ordinary web infrastructure.
Turnkey Phishing Goes Corporate: What a Licensed Fake-Login Kit Reveals
A tested phishing-as-a-service kit reportedly impersonates banks, couriers, tax agencies, and traffic authorities, with lab evidence pointing to infrastructure described as vendor-controlled.
Google Puts More Friction Between Scammers and the Inbox
Google has announced an Enhanced Protection mode for Google Messages and additional anti-scam changes for Android, but the technical details remain thin - which makes the security meaning more important than the feature list.
When AI Becomes the Assistant and the Risk: A Cybersecurity Month Warning That Matters
A Cybersecurity Awareness Month message centered on AI tools lands on a simple point: convenience only stays safe when users know what they are feeding the machine.
Why the Smartest Phishing Lures Aim at Attention, Not Passwords
Urgency, curiosity, and distraction are not side effects of phishing - they are often the mechanism that turns a message into a click.
Fake VPN Portal, Real Installer: The Quiet Logic of a Credential Trap
A counterfeit WatchGuard VPN site reportedly harvested login details in the browser before handing visitors the vendor’s genuine, digitally signed installer, turning a familiar software flow into a credential theft operation.
The Friendly Trap: How Chat, Login Codes, and Package Registries Became the New Malware Highway
A threat report points to a converging abuse pattern where attackers lean on Microsoft Teams, device-code sign-ins, ClickFix lures, and npm activity to turn trusted workflows into access pathways.
Fake Accelerator, Real Trap: How AI Credit Offers Became a Malware Lure
A bogus Web3 venture front used the promise of Claude and Gemini credits to draw startups and founders into a trust-abuse campaign that may have been built for malware delivery.