Quantum Machine Learning

The meteoric rise of artificial intelligence in recent years has seen machine learning methods become ubiquitous in modern science, technology, and industry. Concurrently, the emergence of programmable quantum computers, coupled with the expectation that large-scale fault-tolerant machines will...

Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning

The pre-training of large language models LLMs relies on massive text datasets sourced from diverse and difficult-to-curate origins. Although membership inference attacks and hidden canaries have been explored to trace data usage, such methods rely on memorization of training data, which LM...

Unlearning-Enhanced Website Fingerprinting Attack: against Backdoor Poisoning in Anonymous Networks

Website Fingerprinting WF is an effective tool for regulating and governing the dark web. However, its performance can be significantly degraded by backdoor poisoning attacks in practical deployments. This paper aims to address the problem of hidden backdoor poisoning attacks faced by Website...

Model Context Protocol (MCP) at First Glance: Studying the Security and Maintainability of MCP Servers

Although Foundation Models FMs, such as GPT-4, are increasingly used in domains like finance and software engineering, reliance on textual interfaces limits these models' real-world interaction. To address this, FM providers introduced tool calling-triggering a proliferation of frameworks with...

GHSA-93C7-7XQW-W357 Pingora has a Request Smuggling Vulnerability

A request smuggling vulnerability identified within Pingora’s proxying framework, pingora-proxy, allows malicious HTTP requests to be injected via manipulated request bodies on cache HITs, leading to unauthorized request execution and potential cache poisoning. Fixed in...

Pingora has a Request Smuggling Vulnerability

A request smuggling vulnerability identified within Pingora’s proxying framework, pingora-proxy, allows malicious HTTP requests to be injected via manipulated request bodies on cache HITs, leading to unauthorized request execution and potential cache poisoning. Fixed in...

SecureFed: a Two-Phase Framework for Detecting Malicious Clients in Federated Learning

Federated Learning FL protects data privacy while providing a decentralized method for training models. However, because of the distributed schema, it is susceptible to adversarial clients that could alter results or sabotage model performance. This study presents SecureFed, a two-phase FL...

UBUNTU-CVE-2025-38060

In the Linux kernel, the following vulnerability has been resolved: bpf: copyverifierstate should copy 'loopentry' field The bpfverifierstate.loopentry state should be copied by copyverifierstate. Otherwise, .loopentry values from unrelated states would poison env-curstate. Additionally, env-stac...

Hacklink Market Linked to SEO Poisoning Attacks in Google Results

Cybersecurity researchers at Netcraft have discovered a series of new SEO poisoning related attacks exploiting Google’s search results…...

TencentOS Server 3: pcs (TSSA-2024:1112)

The version of Tencent Linux installed on the remote TencentOS Server 3 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the TSSA-2024:1112 advisory. Package updates are available for TencentOS Server 3 that fix the following vulnerabilities:...

TencentOS Server 3: dnsmasq (TSSA-2022:0246)

The version of Tencent Linux installed on the remote TencentOS Server 3 host is prior to tested version. It is, therefore, affected by multiple vulnerabilities as referenced in the TSSA-2022:0246 advisory. Package updates are available for TencentOS Server 3 that fix the following vulnerabilities...

TencentOS Server 3: bind (TSSA-2022:0226)

The version of Tencent Linux installed on the remote TencentOS Server 3 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the TSSA-2022:0226 advisory. Package updates are available for TencentOS Server 3 that fix the following vulnerabilities:...

TencentOS Server 4: pcs (TSSA-2024:1080)

The version of Tencent Linux installed on the remote TencentOS Server 4 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the TSSA-2024:1080 advisory. Package updates are available for TencentOS Server 4 that fix the following vulnerabilities:...

Devil'S Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols

Graph neural networks GNNs have achieved significant success in graph representation learning and have been applied to various domains. However, many real-world graphs contain sensitive personal information, such as user profiles in social networks, raising serious privacy concerns when graph...

GHSA-RRR2-JCR8-7Q3X @nx/azure-cache Vulnerable to Build Cache Poisoning via Untrusted Pull Requests

A critical security vulnerability exists in remote cache extensions for common build systems utilizing bucket-based remote cache such as those using Amazon S3, Google Cloud Storage, or similar object storage that allows any contributor with pull request privileges to inject compromised artifacts...

@nx/azure-cache Vulnerable to Build Cache Poisoning via Untrusted Pull Requests

A critical security vulnerability exists in remote cache extensions for common build systems utilizing bucket-based remote cache such as those using Amazon S3, Google Cloud Storage, or similar object storage that allows any contributor with pull request privileges to inject compromised artifacts...

CVE-2025-36852 Build Cache Poisoning via Untrusted Pull Requests

A critical security vulnerability exists in remote cache extensions for common build systems utilizing bucket-based remote cache such as those using Amazon S3, Google Cloud Storage, or similar object storage that allows any contributor with pull request privileges to inject compromised artifacts...

CVE-2025-36852 Build Cache Poisoning via Untrusted Pull Requests

A critical security vulnerability exists in remote cache extensions for common build systems utilizing bucket-based remote cache such as those using Amazon S3, Google Cloud Storage, or similar object storage that allows any contributor with pull request privileges to inject compromised artifacts...

PT-2025-24926 · Nx +1 · Aws S3 Remote Cache Plugin For Nx +6

Name of the Vulnerable Software and Affected Versions: The product name cannot be determined. Description: A critical security issue exists in remote cache extensions for common build systems that utilize bucket-based remote cache, such as those using Amazon S3 or Google Cloud Storage. This issue...

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation

Vision Language Models VLMs have shown remarkable performance, but are also vulnerable to backdoor attacks whereby the adversary can manipulate the model's outputs through hidden triggers. Prior attacks primarily rely on single-modality triggers, leaving the crucial cross-modal fusion nature of...