
Attackers exploit AhsayCBS flaws to hide code in PNGs and plant backdoors
Three servers in one organization were hit October 8–11, 2026, via auth bypass and unauthenticated SYSTEM RCE before hotfixes.
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Three servers in one organization were hit October 8–11, 2026, via auth bypass and unauthenticated SYSTEM RCE before hotfixes.

Huntress says pasted PowerShell rebuilt full executables from PNG pixel data, then added persistence and lateral movement.
Authors report a scalable 32–128-bit payload, a 94.6% decode rate against CtrlRegen+, and 98.8% forgery detection.
On a real MCP testbed, 24 adaptive payloads succeeded 100% undefended and 0% with the proposed mechanism.
On 500 paintings, VINE detection fell from at least 97.8% under distortions to 1.8% after stroke repainting.

Earth Sirrush has spear-phished Ukrainian government and logistics since 2022, possibly feeding Sandworm.

Huntress details attackers abusing ChatGPT Custom GPTs with ClickFix lures to deliver a full-featured RAT via DLL sideloading, infecting at least 40 users.
Researchers show black-box LLMs can hide messages in generated text with near-zero decoding error.

SANS analyzes the TerminalFix malware campaign, which hides a malicious DLL inside PNG pixel data via steganography and DLL side-loading.

K7 Security Labs discovered a multi-stage Windows malware chain hiding an XMRig miner in the Registry, PNG, and WAV files.

K7 Security Labs dissected a PowerShell cryptomining chain hiding payloads in registry, DNS TXT records, PNG pixels and WAV files to deploy XMRig.
Researchers propose a coverless steganographic framework encoding messages as hierarchical clustering paths in sentence embedding space with a Global Resynchronization Mechanism for robustness.
A ClickFix social engineering wave delivers a multi-stage attack that hides malware in PNG files and installs a custom reverse tunnel.

Unit 42 documents updated Cardinal RAT attacks against Israeli FinTech firms, using BMP steganography, MD5-hash obfuscation, and process injection to hinder analysis and detection.
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