VIDSTAMP: a Temporally-Aware Watermark for Ownership and Integrity in Video Diffusion Models

The rapid rise of video diffusion models has enabled the generation of highly realistic and temporally coherent videos, raising critical concerns about content authenticity, provenance, and misuse. Existing watermarking approaches, whether passive, post-hoc, or adapted from image-based techniques...

LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures

As large language models LLMs continue to evolve, it is critical to assess the security threats and vulnerabilities that may arise both during their training phase and after models have been deployed. This survey seeks to define and categorize the various attacks targeting LLMs, distinguishing...

📄 ZTE ZXV10 H201L Remote Code Execution

ZTE ZXV10 H201L suffers from a remote code execution vulnerability that can be leveraged via an authentication bypass. Exploit Title: ZTE ZXV10 H201L - RCE via authentication bypass Exploit Author: l34n tasos meletlidis https://i0.rs/blog/finding-0click-rce-on-two-zte-routers/ import http.client,...

A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories

Recent advancements in large language models LLMs have spurred the development of diverse AI applications from code generation and video editing to text generation; however, AI supply chains such as Hugging Face, which host pretrained models and their associated configuration files contributed by...

The vulnerability of the /goform/set_prohibiting function in the microprogramming software for D-link DIR-823X AX3000 allows a hacker to execute arbitrary commands.

The vulnerability of the /goform/setprohibiting function in the microprogramming software for D-link DIR-823X AX3000 routers is related to the lack of measures taken to clean data at the control level. Exploitation of this vulnerability allows a remote attacker to execute arbitrary commands by...

CVE-2025-44841

TOTOLINK CA600-PoE V5.3c.6665B20180820 was found to contain a command injection vulnerability in the CloudSrvUserdataVersionCheck function via the version parameter. This vulnerability allows attackers to execute arbitrary commands via a crafted request...

CVE-2020-36790

In the Linux kernel, the following vulnerability has been resolved: nvmet: fix a memory leak We forgot to free newmodelnumber...

CVE-2020-36790 nvmet: fix a memory leak

In the Linux kernel, the following vulnerability has been resolved: nvmet: fix a memory leak We forgot to free newmodelnumber...

Spill the Beans: Exploiting CPU Cache Side-Channels to Leak Tokens from Large Language Models

Side-channel attacks on shared hardware resources increasingly threaten confidentiality, especially with the rise of Large Language Models LLMs. In this work, we introduce Spill The Beans, a novel application of cache side-channels to leak tokens generated by an LLM. By co-locating an attack...

Attack and Defense Techniques in Large Language Models: a Survey and New Perspectives

Large Language Models LLMs have become central to numerous natural language processing tasks, but their vulnerabilities present significant security and ethical challenges. This systematic survey explores the evolving landscape of attack and defense techniques in LLMs. We classify attacks into...

TOTOLINK CPE CP900 安全漏洞

TOTOLINK CPE CP900 is an outdoor wireless CPE device from China Gion Electronics TOTOLINK. The TOTOLINK CPE CP900 suffers from a command injection vulnerability that stems from the setApRebootScheCfg function failing to correctly filter construct command special characters, commands, etc. No...

PT-2025-18478 · Linux +1 · Linux Kernel +1

Name of the Vulnerable Software and Affected Versions: Linux kernel affected versions not specified Description: A memory leak issue has been identified in the Linux kernel, specifically in the nvmet component, where the new model number was not properly freed. Recommendations: At the moment, the...

AI-Driven IRM: Transforming Insider Risk Management with Adaptive Scoring and LLM-Based Threat Detection

Insider threats pose a significant challenge to organizational security, often evading traditional rule-based detection systems due to their subtlety and contextual nature. This paper presents an AI-powered Insider Risk Management IRM system that integrates behavioral analytics, dynamic risk...

Linux kernel 安全漏洞

Linux kernel is the kernel used by Linux, the open source operating system of the Linux Foundation in the United States. A security vulnerability exists in Linux kernel, which stems from a memory leak caused by not freeing newmodelnumber...

Development of an Adapter for Analyzing and Protecting Machine Learning Models from Competitive Activity in the Networks Services

Due to the increasing number of tasks that are solved on remote servers, identifying and classifying traffic is an important task to reduce the load on the server. There are various methods for classifying traffic. This paper discusses machine learning models for solving this problem. However, su...

CVE-2024-6030

Tesla Model S oFono Unnecessary Privileges Sandbox Escape Vulnerability. This vulnerability allows local attackers to escape the sandbox on affected Tesla Model S vehicles. An attacker must first obtain the ability to execute code within the sandbox on the target system in order to exploit this...

CVE-2024-6031

Tesla Model S oFono AT Command Heap-based Buffer Overflow Code Execution Vulnerability. This vulnerability allows local attackers to execute arbitrary code on affected Tesla Model S vehicles. An attacker must first obtain the ability to execute code on the target modem in order to exploit this...

CVE-2025-2082

Tesla Model 3 VCSEC Integer Overflow Remote Code Execution Vulnerability. This vulnerability allows network-adjacent attackers to execute arbitrary code on affected Tesla Model 3 vehicles. Authentication is not required to exploit this vulnerability. The specific flaw exists within the VCSEC...

CVE-2024-6030

Tesla Model S oFono Unnecessary Privileges Sandbox Escape Vulnerability. This vulnerability allows local attackers to escape the sandbox on affected Tesla Model S vehicles. An attacker must first obtain the ability to execute code within the sandbox on the target system in order to exploit this...

CVE-2024-6031

Tesla Model S oFono AT Command Heap-based Buffer Overflow Code Execution Vulnerability. This vulnerability allows local attackers to execute arbitrary code on affected Tesla Model S vehicles. An attacker must first obtain the ability to execute code on the target modem in order to exploit this...