CVE-2026-21869

llama.cpp is an inference of several LLM models in C/C++. In commits 55d4206c8 and prior, the ndiscard parameter is parsed directly from JSON input in the llama.cpp server's completion endpoints without validation to ensure it's non-negative. When a negative value is supplied and the context fill...

Knowledge-Driven Multi-Turn Jailbreaking on Large Language Models

Large Language Models LLMs face a significant threat from multi-turn jailbreak attacks, where adversaries progressively steer conversations to elicit harmful outputs. However, the practical effectiveness of existing attacks is undermined by several critical limitations: they struggle to maintain ...

Cyber Threat Detection and Vulnerability Assessment System Using Generative AI and Large Language Model

Background: Cyber-attacks have evolved rapidly in recent years, many individuals and business owners have been affected by cyber-attacks in various ways. Cyber-attacks include various threats such as ransomware, malware, phishing, and Denial of Service DoS-related attacks. Challenges: Traditional...

FLIR Thermal Camera 信任管理问题漏洞

FLIR Thermal Camera F Series and others are a series of thermal imaging cameras from FLIR, USA. A trust management issue vulnerability exists in FLIR Thermal Camera F/FC/PT/D version 8.0.0.64, which stems from the presence of hard-coded SSH credentials that could lead to unauthorized remote acces...

Supporting Secured Integration of Microarchitectural Defenses

There has been a plethora of microarchitectural-level attacks leading to many proposed countermeasures. This has created an unexpected and unaddressed security issue where naive integration of those defenses can potentially lead to security vulnerabilities. This occurs when one defense changes an...

llama.cpp 缓冲区错误漏洞

llama.cpp is a multimodal model by the individual developer Georgi Gerganov. A buffer error vulnerability exists in llama.cpp 55d4206c8 and earlier versions, which stems from an unvalidated non-negative value of the ndiscard parameter, which can lead to out-of-bounds memory writes and remote code...

Knowledge-To-Data: LLM-Driven Synthesis of Structured Network Traffic for Testbed-Free IDS Evaluation

Realistic, large-scale, and well-labeled cybersecurity datasets are essential for training and evaluating Intrusion Detection Systems IDS. However, they remain difficult to obtain due to privacy constraints, data sensitivity, and the cost of building controlled collection environments such as...

PT-2026-2195

Name of the Vulnerable Software and Affected Versions pencilwp X Addons for Elementor versions through 1.0.23 Description An issue exists in pencilwp X Addons for Elementor that allows for DOM-Based Cross-site Scripting XSS. This is due to improper neutralization of input during web page...

CVE-2026-21869 llama.cpp has Out-of-bounds Write in llama-server

llama.cpp is an inference of several LLM models in C/C++. In commits 55d4206c8 and prior, the ndiscard parameter is parsed directly from JSON input in the llama.cpp server's completion endpoints without validation to ensure it's non-negative. When a negative value is supplied and the context fill...

CVE-2025-62327

In HCL DevOps Deploy 8.1.2.0 through 8.1.2.3, a user with LLM configuration privileges may be able to recover a credential previously saved for performing authenticated LLM Queries...

CVE-2025-62327

In HCL DevOps Deploy 8.1.2.0 through 8.1.2.3, a user with LLM configuration privileges may be able to recover a credential previously saved for performing authenticated LLM Queries...

CVE-2025-62327

The CVE-2025-62327 affects HCL DevOps Deploy versions 8.1.2.0 through 8.1.2.3. A user with LLM configuration privileges may recover credentials saved for performing authenticated LLM Queries, indicating improper access control around LLM credentials. Root cause described across sources is insuffi...

CVE-2025-1944

picklescan before 0.0.23 is vulnerable to a ZIP archive manipulation attack that causes it to crash when attempting to extract and scan PyTorch model archives. By modifying the filename in the ZIP header while keeping the original filename in the directory listing, an attacker can make PickleScan...

EUVD-2025-206251

A vulnerability was detected in TRENDnet TEW-713RE 1.02. The impacted element is an unknown function of the file /goformX/formFSrvX. The manipulation of the argument SZCMD results in os command injection. It is possible to launch the attack remotely. The exploit is now public and may be used. The...

MINI-32F5-3HCR-JWJF

Bulletin has no description...

PT-2026-1714

Name of the Vulnerable Software and Affected Versions GitLab EE versions 18.4 through 18.5.4 GitLab EE versions 18.6 through 18.6.2 GitLab EE versions 18.7 through 18.7.0 Description An authenticated user could potentially access and utilize AI model settings from unauthorized namespaces. This...

HoneyTrap: Deceiving Large Language Model Attackers to Honeypot Traps with Resilient Multi-Agent Defense

Jailbreak attacks pose significant threats to large language models LLMs, enabling attackers to bypass safeguards. However, existing reactive defense approaches struggle to keep up with the rapidly evolving multi-turn jailbreaks, where attackers continuously deepen their attacks to exploit...

Decision-Aware Trust Signal Alignment for SOC Alert Triage

Detection systems that utilize machine learning are progressively implemented at Security Operations Centers SOCs to help an analyst to filter through high volumes of security alerts. Practically, such systems tend to reveal probabilistic results or confidence scores which are ill-calibrated and...

CVE-2024-30461

Improper Neutralization of Input During Web Page Generation XSS or 'Cross-site Scripting' vulnerability in Tumult Inc Tumult Hype Animations allows DOM-Based XSS.This issue affects Tumult Hype Animations: from n/a through 1.9.11...

cpython: python: cpython: Quadratic algorithm in xml.dom.minidom leads to denial of service

A flaw was found in cpython. This vulnerability allows impacted availability via a quadratic algorithm in xml.dom.minidom methods, such as appendChild, when building excessively nested documents due to a dependency on clearidcache...