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
When Login Flows Become the Payload: The New Microsoft 365 Phishing Trap
A reported phishing service named Kali365 points to a harder problem than stolen passwords: cloud identity abuse that can ride on legitimate OAuth and device-code sign-in paths.
The Invitation Trap: How a Fake Event Message Can Open the Door to Account Takeover
A phishing campaign aimed at U.S. organizations shows how a believable invitation can be used to capture credentials, relay one-time passwords, and potentially blend into legitimate remote-support traffic.
The Click That Looks Safe: How a Word-Like Lure Can Turn Trusted Remote Access Into an Entry Point
A document-themed phishing campaign highlights a familiar but under-discussed problem: when approved remote access software is part of the normal IT stack, attackers can try to hide inside that trust.
When a Public Payment Brand Becomes the Bait
PagoPA-themed phishing shows how trust, urgency, and familiar logos can be combined into a durable fraud machine aimed at Italian citizens.
The Inbox Trap: Why One Phish Can Turn Into a Scoping Emergency
A single suspicious email is often less a mail problem than a race to prove what it touched, who else it reached, and whether the damage stayed contained.
Physical Phishing Letters Push Ledger Users Toward Fake Recovery Pages
A mailed scam in Italy turns the mailbox into an attack vector, using QR codes and brand impersonation to chase the one secret that can restore a crypto wallet.
When the Login Prompt Becomes the Trap: Tycoon 2FA’s Shift to Device-Code Phishing
A familiar phishing ecosystem appears to have moved from fake sign-in pages to a more subtle weakness: abusing a legitimate OAuth flow to sidestep multi-factor protections.
The Login That Looked Legit: How Device Code Phishing Turns Microsoft 365 Into a Token Trap
Attackers are abusing a standard cross-device sign-in path to steal Microsoft 365 tokens, sidestep ordinary MFA expectations, and turn a trusted identity workflow into a foothold for mailbox abuse.
Families Get a New Front Line Against Digital Deception
A free CAPY hub from KnowBe4 brings short cyber-safety lessons into the home, with deepfakes, grooming, and scams at the center of the training message.
The New Office Intrusion: When a Perfect Voice Becomes a Fraud Weapon
Deepfake impersonation is turning ordinary business workflows into high-value targets, where one convincing call can pressure staff into making irreversible decisions.
The Human Weak Spot AI Loves to Exploit
Digital security now depends on more than tools and passwords: trust, verification, and decision design have become the frontline against social engineering and AI-assisted impersonation.
AI Website Builders Are Turning Phishing Into a Push-Button Crime
A new abuse pattern around prompt-to-site tools shows how fast, polished phishing pages can now be assembled with far less effort than traditional web fraud.
The Toll Scam That Turns a Routine Message Into a Trap
Italian cyber defenders are warning about a WhatsApp phishing wave built around an alleged unpaid highway toll, a lure that relies on urgency, trust, and a very ordinary fear: owing money.
When AI Turns Phishing Into a Fast-Moving Production Line
The risky part is not a dramatic platform breach; it is the possibility that legitimate AI-assisted web tools can be repurposed to generate convincing brand-lookalike phishing pages at speed.
Cyber Showdown in Rome: 2026 Forum ICT Security Gears Up for a New Era of Digital Defense
Italy’s premier cybersecurity gathering returns, promising deep dives into AI, post-quantum threats, and the human factor behind digital risk.
Behind the Patch: Unmasking the Hidden Dangers in Next.js
A critical look at the latest security updates shaking the Next.js developer community.
AI Gatekeepers: Inside Italy’s Bold New Standard for Artificial Intelligence Professionals
As AI moves from experiment to enterprise backbone, Italy’s UNI 11621-8 sets out to separate true experts from the “AI guru” pretenders.
Morse Code Mayhem: How Hackers Outsmarted AI to Swipe $200,000 in Crypto
A Morse code prompt injection tricked two autonomous AI bots into draining millions in tokens-raising urgent questions about the risks of AI-controlled wallets in Web3.
Behind the Curtain of Smart Sustainable Nations: How AI and Digital Bureaucracy Are Quietly Reshaping Power
From Estonia’s digital backbone to China’s data-driven command, the global race for sustainable, AI-powered public administration is transforming government-and the stakes are higher than you think.