SoK: Systematic Analysis of Adversarial Threats against Deep Learning Approaches for Autonomous Anomaly Detection Systems in SDN-IoT Networks

Integrating SDN and the IoT enhances network control and flexibility. DL-based AAD systems improve security by enabling real-time threat detection in SDN-IoT networks. However, these systems remain vulnerable to adversarial attacks that manipulate input data or exploit model weaknesses,...

Prototype Pollution

Overview dref is a deep object refs Affected versions of this package are vulnerable to Prototype Pollution via the lib.set function. An attacker can cause a denial of service by supplying a specially crafted payload. Details Prototype Pollution is a vulnerability affecting JavaScript. Prototype...

ExpIDS: a Drift-Adaptable Network Intrusion Detection System with Improved Explainability

Despite all the advantages associated with Network Intrusion Detection Systems NIDSs that utilize machine learning ML models, there is a significant reluctance among cyber security experts to implement these models in real-world production settings. This is primarily because of their opaque natur...

CVE-2025-57351

A prototype pollution vulnerability exists in the ts-fns package versions prior to 13.0.7, where insufficient validation of user-provided keys in the assign function allows attackers to manipulate the Object.prototype chain. By leveraging this flaw, adversaries may inject arbitrary properties int...

Allocation Of Resources Without Limits

@escape.tech/graphql-armor-max-depth is vulnerable to Allocation Of Resources Without Limits. The vulnerability is due to improper introspection handling because when ignoreIntrospection is enabled the default, an attacker can name a query/fragment schema to evade max-depth checks and craft...

ShadowLeak Zero-Click Flaw Leaks Gmail Data via OpenAI ChatGPT Deep Research Agent

Cybersecurity researchers have disclosed a zero-click flaw in OpenAI ChatGPT's Deep Research agent that could allow an attacker to leak sensitive Gmail inbox data with a single crafted email without any user action. The new class of attack has been codenamed ShadowLeak by Radware. Following...

ShadowLeak Zero-Click Flaw Leaks Gmail Data via OpenAI ChatGPT Deep Research Agent

Cybersecurity researchers have disclosed a zero-click flaw in OpenAI ChatGPT's Deep Research agent that could allow an attacker to leak sensitive Gmail inbox data with a single crafted email without any user action. The new class of attack has been codenamed ShadowLeak by Radware. Following...

PT-2025-48429

Name of the Vulnerable Software and Affected Versions Apache bRPC versions prior to 1.15.0 Description An issue exists in the json2pb component of Apache bRPC that can lead to a server crash. This occurs when processing deeply recursive JSON data received from a remote attacker. The root cause is...

ChatGPT Deep Research zero-click vulnerability fixed by OpenAI

OpenAI has moved quickly to patch a vulnerability known as “ShadowLeak” before anyone detected real-world abuse. Revealed by researchers yesterday, ShadowLeak was an issue in OpenAI’s Deep Research project that attackers could exploit by simply sending an email to the target. Deep Research was...

Hierarchical Deep Fusion Framework for Multi-Dimensional Facial Forgery Detection - the 2024 Global Deepfake Image Detection Challenge

The proliferation of sophisticated deepfake technology poses significant challenges to digital security and authenticity. Detecting these forgeries, especially across a wide spectrum of manipulation techniques, requires robust and generalized models. This paper introduces the Hierarchical Deep...

EulerOS Virtualization 2.13.1 : expat (EulerOS-SA-2025-2156)

According to the versions of the expat package installed, the EulerOS Virtualization installation on the remote host is affected by the following vulnerabilities : A stack overflow vulnerability exists in the libexpat library due to the way it handles recursive entity expansion in XML documents...

A Practical Adversarial Attack against Sequence-Based Deep Learning Malware Classifiers

Sequence-based deep learning models e.g., RNNs, can detect malware by analyzing its behavioral sequences. Meanwhile, these models are susceptible to adversarial attacks. Attackers can create adversarial samples that alter the sequence characteristics of behavior sequences to deceive malware...

Cyber Attack Mitigation Framework for Denial of Service (DoS) Attacks in Fog Computing

Innovative solutions to cyber security issues are shaped by the ever-changing landscape of cyber threats. Automating the mitigation of these threats can be achieved through a new methodology that addresses the domain of mitigation automation, which is often overlooked. This literature overview...

pentest_compilation

It is an offensive tool for Windows. The repository contains a compilation of commands, tips, and scripts used for penetration testing and red teaming exercises. The provided code snippet is an XML file named "detalle.SettingContent-ms" located in the "Phishing" directory. This file appears to be...

Your Compiler Is Backdooring Your Model: Understanding and Exploiting Compilation Inconsistency Vulnerabilities in Deep Learning Compilers

Deep learning DL compilers are core infrastructure in modern DL systems, offering flexibility and scalability beyond vendor-specific libraries. This work uncovers a fundamental vulnerability in their design: can an official, unmodified compiler alter a model's semantics during compilation and...

EulerOS 2.0 SP12 : polkit (EulerOS-SA-2025-2021)

According to the versions of the polkit packages installed, the EulerOS installation on the remote host is affected by the following vulnerabilities : A flaw was found in polkit. When processing an XML policy with 32 or more nested elements in depth, an out-of-bounds write can be triggered. This...

CVE-2025-57806

Local Deep Research is an AI-powered research assistant for deep, iterative research. Versions 0.2.0 through 0.6.7 stored confidential information, including API keys, in a local SQLite database without encryption. This behavior was not clearly documented outside of the database architecture page...

A stack consumption issue in sqfs_size in Das U-Boot before 2025.01-rc1 occurs via a crafted squashfs filesystem with deep symlink nesting.

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NVIDIA DGX和NVIDIA HGX 安全漏洞

NVIDIA DGX and NVIDIA HGX are both products of NVIDIA Corporation, U.S.A. NVIDIA DGX is a high-performance workstation for deep learning applications.NVIDIA HGX is a modular GPU acceleration platform. A security vulnerability exists in NVIDIA DGX and NVIDIA HGX that stems from an improperly...

Cleartext Storage of Sensitive Information

Overview local-deep-research is an AI-powered research assistant with deep, iterative analysis using LLMs and web searches Affected versions of this package are vulnerable to Cleartext Storage of Sensitive Information in a local SQLite database. An attacker can access sensitive information,...