NEURALSHIELD
AI System Protection Engineer
Professional Profile
Defends AI systems from attacks such as poisoning and inversion.
Key Skills
AI security; Data-poisoning mitigation; Model-inversion defense; Dataset analysis; AI-pipeline hardening
Major Achievements
Stopped an attack that would have manipulated millions of automated decisions.
Articles by NEURALSHIELD
Kaspersky Puts Small Offices in the Crosshairs of Everyday Ransomware Risk
A premium security bundle for micro-businesses pairs anti-ransomware features with awareness training and IT support, while a promotional price and Amazon.it voucher sharpen the commercial pitch.
Browser Trust on the Edge: IDN Spoofing Finds Fresh Gaps in Chrome’s Defenses
Researchers have shown that carefully crafted internationalized domains can, in edge cases, slip past some Chromium display safeguards and certain navigation warnings.
The Login Page Was the Trap: How Real-Time Phishing Turns Google Sign-In into a Session Theft Machine
A targeted campaign against Taiwan-based research organizations shows how adversary-in-the-middle kits can relay credentials, MFA challenges, and session tokens fast enough to hijack an account after the first login.
When a Friendly WhatsApp Ping Becomes the Trap
A fake dance contest is doing more than wasting time: it is turning borrowed trust inside WhatsApp into a security risk that users have to spot quickly.
QR Lures and Live Session Theft Put Google Logins on the Hook
A targeted phishing operation aimed at people affiliated with Taiwanese research organizations appears to have paired event-themed bait with an AiTM relay, and the invitations may have been AI-assisted.
Microsoft Teams Moves Against QR-Code Phishing Before the Click Becomes the Breach
A Teams security update is widening Microsoft Defender for Office 365 protection to catch malicious destinations hidden inside QR codes and surface warnings after delivery.
Sixty-Five Clicks, One Warning: What a Phishing Simulation Really Measures
A 2025 exercise at an IT company turned into a stress test for human risk, showing how awareness, behavior, and message design collide in phishing defense.
Teams to Add Deepfake Detection and Impersonation Warnings in November
Microsoft Teams is preparing new meeting safeguards aimed at spotting synthetic media and flagging possible impersonation during calls.
The New Confidence Trick Is Written for Machines
As AI agents are granted more authority inside business workflows, the oldest fraud tactic in cybercrime can start to target software that acts on behalf of employees.
Microsoft Closes an Email Door on MSIX Attachment Delivery
New Outlook and Outlook on the Web will block .msix and .msixbundle attachments in November, a targeted policy shift that trims one file path users can no longer open by mistake.
The Email That Tries to Fool Two Minds at Once
Barracuda Research describes phishing messages that aim at the human recipient and at AI systems processing the same email, widening the attack surface inside the inbox.
The Phishing Test That Exposed More Than Email Hygiene
A simulated phishing exercise involving 65 employees in an IT-sector company highlights a hard security truth: awareness and real-world behavior are not the same control.
When AI Brand Trust Becomes the Bait: A Phishing Crew’s Browser Trap
Fake AI ads, polished account-connection pages, and manipulated MFA flows show how modern phishing now targets user trust and workflow, not just passwords.
ClickFix Turns Browser Cache and Windows Run Into a Social Engineering Shortcut
A ClickFix variant is using compromised websites, browser cache, and Windows Run in a chain that makes a familiar browser feature part of the attack path.
Fake AI Login Pages Are Turning Browser Trust Into a Theft Tool
A phishing campaign is using lookalike AI sites and browser-in-browser deception to harvest ad-manager credentials and one-time MFA codes.
Browser Cache Abuse Gives ClickFix a New Way Around the Usual Tell
A ClickFix variant is using browser cache to stage a disguised payload before the user is prompted to run it, shifting the attack away from a normal download flow.
Inside the Banking Fight Where a Deceptive Message Can Beat the Best Firewall
A podcast conversation featuring Old National’s CISO highlights social engineering defense in banking, with the broader lesson that human verification remains important.
When a Phone Call Pretends to Be the Police, Trust Becomes the Payload
A raid in Dili points to an alleged phone-fraud operation that used police impersonation and parcel-themed pressure to reach households in Japan.
Authority on the Line: The Police-Impersonation Scam That Hid Behind a Staged Crime Kit
A raid in Dili exposed how fraud crews can borrow the look of law enforcement, pairing phone pressure with props and scripts to make a fake arrest threat feel real.
When Phishing Learns to Write, the Inbox Stops Looking Safe
AI-written scams are making email lures faster to produce, easier to personalize, and harder for built-in filters to catch, shifting phishing from sloppy spam to a sharper identity attack.