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ZDI-26-564: NVIDIA Transformers4Rec load_model_trainer_states_from_checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability

ZDI discloses CVE-2026-24232, a CVSS 7.8 deserialization RCE in NVIDIA Transformers4Rec's load_model_trainer_states_from_checkpoint function.

The Zero Day Initiative published ZDI-26-564, a deserialization of untrusted data vulnerability in NVIDIA Transformers4Rec. Remote code execution is possible, but exploitation requires user interaction such as visiting a malicious page or opening a malicious file. The flaw is tracked as CVE-2026-24232 with a CVSS score of 7.8.

ZDI Published AdvisoriesAug 13, 05:00 UTC · Aug 13, 2026Advisory CVE-2026-24232

The surge of fake COVID-19 test results, vaccines and vaccination certificates on the Dark Web

Security AffairsMar 25, 15:16 UTC · Mar 25, 2021Threat actor

US surveillance watchdog says expanded use of facial recognition at airports should be voluntary

The RecordMay 9, 16:25 UTC · May 9, 2025Threat actor

Google Wallet adds TSA Touchless ID for faster airport screening

Help Net SecurityJun 25, 00:00 UTC · Jun 25, 2026Industry

CBP facility codes sure seem to have leaked via online flashcards

Ars Technica · SecurityApr 5, 11:07 UTC · Apr 5, 2026Phishing & fraud

Senators call for audit of TSA’s facial recognition tech as use expands in airports

The RecordNov 22, 18:54 UTC · Nov 22, 2024Phishing & fraud

Hacker groups support protestors in Iran using Telegram, Signal and Darkweb

Security AffairsSep 29, 14:03 UTC · Sep 29, 2022Industry

Camera-based, single-step two-factor authentication resilient to pictionary, shoulder surfing attacks

Help Net SecurityOct 24, 00:00 UTC · Oct 24, 2017Industry

VU#369611: ExLlamaV3 contains Denial of Service vulnerability via insufficient bounds checking on kernel dispatch index

CERT/CC details CVE-2026-84286, an out-of-bounds memory access in ExLlamaV3's CUDA extension causing denial-of-service crashes; fixed via merged pull request.

CERT/CC published VU#369611 for CVE-2026-84286, an out-of-bounds memory access in the exllamav3_ext CUDA extension of the ExLlamaV3 LLM inference library. A crafted input with kernel parameter K set to 0 produces a negative index into a fixed 24-entry kernel dispatch array, causing a CUDA illegal memory access and denial-of-service crashes. The vendor fixed the issue in the main repository via pull request #310, and maintainers of 49 downstream projects, including ezexl3 and MawDiscord, are advised to rebuild against the patched version. The issue was reported by Nathan Keys and impact is limited to crashes and instability, not code execution.