Prompt Fuzzing Tears Through LLM Guardrails — Evasion Hits Highs Across Open and Closed Models
Evasion rates spiked into high levels for key model combos. Turns out, five years of safety tweaks haven't hardened LLMs against scalable fuzzing attacks.
Picture this: a hacker, no password needed, uploads a venomous PHP script straight to your WordPress server. That's the chaos unfolding with Ninja Forms' critical vulnerability right now.
Evasion rates spiked into high levels for key model combos. Turns out, five years of safety tweaks haven't hardened LLMs against scalable fuzzing attacks.
Hackers aren't knocking politely anymore—they're kicking down the doors of Latin American government systems. Puerto Rico's outages and Colombia's health sector probes signal a brutal new phase.
Your desktop AI helper could be tomorrow's hacker playground. CrowdStrike's latest Falcon upgrades aim to lock it down — but shadow AI's wild west demands more than promises.
Developers grabbed what looked like a routine npm update. Hours later, GlassWorm had turned their machines into crypto-stealing spies, complete with fake browser extensions watching every tab.
Your next innocent website tap could doom your iPhone. A leaked US hacking toolkit called Coruna exploits 23 iOS flaws to slip in undetectable malware, blurring lines between spies and street criminals.
Your router might be a cyber weapon. Feds just crippled four IoT botnets behind record DDoS attacks—but the real fight is in why these things keep rising from the grave.
Billions of Windows users wake up to 77 fresh patches today. Skip them, and you're handing attackers the keys — especially with AI now spotting flaws humans miss.
Imagine a hacker quietly stealing certificates for your top execs, good for years of backdoor access. CVE-2026-20929 makes it dead simple via DNS tricks—your AD setup's nightmare.
Your next router might cost double — all thanks to a sweeping US ban on foreign-made gear. Security wins? Or just a win for domestic players like Elon Musk?
Banks bet big on device fingerprinting to stop account takeovers. Crooks just rented cloud phones that mimic everything perfectly—for pocket change.
Palo Alto researchers just demonstrated how Google's Vertex AI agents, loaded with excessive permissions, hand attackers a skeleton key to your cloud. It's not sci-fi – it's sloppy engineering begging for exploits.
A Pixel 9 sits untouched, yet attackers slip in through audio messages. Google's overlooked codecs turn innocent buzzes into full compromises.