vLLM has Remote DoS via Invalid Recovered Token Reinjection

SummaryA frontend-legal multi-request speculative workload can make vLLM produce an out-of-vocabulary recovered token equal to vocabsize, convert that value to -1 when choosing the next live token for a request, and then feed that -1 back into the next drafter input ids. On Qwen3 GPTQ this reache...

PYSEC-2026-3542 vLLM has Remote DoS via Invalid Recovered Token Reinjection

Summary A frontend-legal multi-request speculative workload can make vLLM produce an out-of-vocabulary recovered token equal to vocabsize, convert that value to -1 when choosing the next live token for a request, and then feed that -1 back into the next drafter input ids. On Qwen3 GPTQ this reach...

vLLM has Remote DoS via Invalid Recovered Token Reinjection

Summary A frontend-legal multi-request speculative workload can make vLLM produce an out-of-vocabulary recovered token equal to vocabsize, convert that value to -1 when choosing the next live token for a request, and then feed that -1 back into the next drafter input ids. On Qwen3 GPTQ this reach...

GHSA-8WR5-JM2H-8R4F vLLM has Remote DoS via Invalid Recovered Token Reinjection

Summary A frontend-legal multi-request speculative workload can make vLLM produce an out-of-vocabulary recovered token equal to vocabsize, convert that value to -1 when choosing the next live token for a request, and then feed that -1 back into the next drafter input ids. On Qwen3 GPTQ this reach...

CVE-2026-54234

CVE-2026-54234 affects vLLM prior to version 0.24.0. A frontend multi-request speculative decoding path could cause the rejection sampler to produce a recovered token equal to the model vocabulary size boundary value, which becomes negative one when the next live token is selected. This out-of-vo...

CVE-2026-54234 vLLM: Remote DoS in vLLM via Invalid Recovered Token Reinjection

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Prior to 0.24.0, a frontend-legal multi-request speculative decoding workload can cause the rejection sampler to produce a recovered token equal to the model vocabulary size boundary value, which is then convert...

CVE-2026-54234 vLLM: Remote DoS in vLLM via Invalid Recovered Token Reinjection

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Prior to 0.24.0, a frontend-legal multi-request speculative decoding workload can cause the rejection sampler to produce a recovered token equal to the model vocabulary size boundary value, which is then convert...

CVE-2026-54234 vLLM: Remote DoS in vLLM via Invalid Recovered Token Reinjection

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Prior to 0.24.0, a frontend-legal multi-request speculative decoding workload can cause the rejection sampler to produce a recovered token equal to the model vocabulary size boundary value, which is then convert...

INTERPOL Operation Red Card 2.0 Arrests 651 in African Cybercrime Crackdown

An international cybercrime operation against online scams has led to 651 arrests and recovered more than $4.3 million as part of an effort led by law enforcement agencies from 16 African countries. The initiative, codenamed Operation Red Card 2.0, took place between December 8, 2025 and January...

One stolen iPhone uncovered a network smuggling thousands of devices to China

If you think Apple's 'Find My' feature was just there to help you locate your phone when it slipped down the side of the couch, think again. It turns out this service also helps law enforcement capture criminals. The original "Find My iPhone" was introduced in 2010 as a feature on the iPhone. It...

Operation Serengeti 2.0: Trend Micro Helps Law Enforcement Fight Cybercrime in Africa

Operation Serengeti 2.0: With Trend Micro’s support, INTERPOL led a major crackdown across Africa, arresting cybercriminals, dismantling infrastructures, recovering illicit funds, and protecting tens of thousands of victims...

INTERPOL Arrests 1,209 Cybercriminals Across 18 African Nations in Global Crackdown

INTERPOL on Friday announced that authorities from 18 countries across Africa have arrested 1,209 cybercriminals who targeted 88,000 victims. "The crackdown recovered $97.4 million and dismantled 11,432 malicious infrastructures, underscoring the global reach of cybercrime and the urgent need for...

INTERPOL Arrests 1,209 Cybercriminals Across 18 African Nations in Global Crackdown

INTERPOL on Friday announced that authorities from 18 countries across Africa have arrested 1,209 cybercriminals who targeted 88,000 victims. "The crackdown recovered $97.4 million and dismantled 11,432 malicious infrastructures, underscoring the global reach of cybercrime and the urgent need for...

Agency Problems and Adversarial Bilevel Optimization under Uncertainty and Cyber Threats

We study an agency problem between a holding company and its subsidiary, exposed to cyber threats that affect the overall value of the subsidiary. The holding company seeks to design an optimal incentive scheme to mitigate these losses. In response, the subsidiary selects an optimal cybersecurity...

Moodle 安全漏洞

Moodle is a free e-learning software platform open-sourced by Moodle, also known as a course management system, learning management system, or virtual learning environment. A security vulnerability exists in Moodle that stems from trusttext not being properly applied to recovered glossary entries...

SUSE CVE-2024-46781

In the Linux kernel, the following vulnerability has been resolved: nilfs2: fix missing cleanup on rollforward recovery error In an error injection test of a routine for mount-time recovery, KASAN found a use-after-free bug. It turned out that if data recovery was performed using partial logs...

CVE-2024-32932 American Dynamics Illustra Essentials Gen 4 - Reversible User Credential - stored web interface

Under certain circumstances the web interface users credentials may be recovered by an authenticated user...

CVE-2021-36689

An issue discovered in com.samourai.wallet.PinEntryActivity.java in Streetside Samourai Wallet 0.99.96i allows attackers to view sensitive information and decrypt data via a brute force attack that uses a recovered samourai.dat file. The PIN is 5 to 8 digits, which may be insufficient in this...

TridentNFT.permit should always check recoveredAddress != 0

Handle cmichel Vulnerability details The TridentNFT.permit function ignores the recoveredAddress != 0 check if isApprovedForAllownerrecoveredAddress is true. Impact If a user accidentally set the zero address as the operator, tokens can be stolen by anyone as a wrong signature yield...

Researchers recovered 9 billion email & password combos in 2019

By Sudais Asif To start with data breaches, a total of 640 breaches were recorded resulting in a recovery of over 9 billion login credentials. This is a post from HackRead.com Read the original post: Researchers recovered 9 billion email & password combos in 2019...