ExAI5G: A Logic-Based Explainable AI Framework for Intrusion Detection in 5G Networks

Intrusion detection systems IDSs for 5G networks must handle complex, high-volume traffic. Although opaque "black-box" models can achieve high accuracy, their lack of transparency hinders trust and effective operational response. We propose ExAI5G, a framework that prioritizes interpretability by...

PT-2026-33729

A security vulnerability has been detected in TransformerOptimus SuperAGI up to 0.0.14. This affects the function extract with bs4/extract with 3k/extract with lxml of the file superagi/helper/webpage extractor.py of the component WebScraperTool. Such manipulation leads to server-side request...

CVE-2026-6584

A vulnerability was found in TransformerOptimus SuperAGI up to 0.0.14. This vulnerability affects the function updateuser of the file superagi/controllers/user.py of the component User Update Endpoint. The manipulation of the argument userid results in authorization bypass. The attack may be...

CVE-2026-6584 TransformerOptimus SuperAGI User Update Endpoint user.py update_user authorization

A vulnerability was found in TransformerOptimus SuperAGI up to 0.0.14. This vulnerability affects the function updateuser of the file superagi/controllers/user.py of the component User Update Endpoint. The manipulation of the argument userid results in authorization bypass. The attack may be...

CVE-2026-6583

A vulnerability has been found in TransformerOptimus SuperAGI up to 0.0.14. This affects the function deleteapikey/editapikey of the file superagi/controllers/apikey.py of the component API Key Management Endpoint. The manipulation leads to authorization bypass. The attack is possible to be carri...

CVE-2026-6582 TransformerOptimus SuperAGI Vector Database Management Endpoint vector_dbs.py get_vector_db_details missing authentication

A flaw has been found in TransformerOptimus SuperAGI up to 0.0.14. Affected by this issue is the function getvectordbdetails of the file superagi/controllers/vectordbs.py of the component Vector Database Management Endpoint. Executing a manipulation can lead to missing authentication. The attack...

CVE-2026-6582

TransformerOptimus SuperAGI up to 0.0.14: the get_vector_db_details function in superagi/controllers/vector_dbs.py of the Vector Database Management Endpoint is vulnerable to a manipulation that leads to missing authentication. This is a remote-exploit, with a publicly published exploit and confi...

GuardPhish: Securing Open-Source LLMs from Phishing Abuse

The rapid adoption of open-source Large Language Models LLMs in offline and enterprise environments has introduced a largely unexamined security risk like susceptibility to adversarial phishing prompts under static safety configurations. In this work, we systematically investigate this...

A Synthetic Conversational Smishing Dataset for Social Engineering Detection

Smishing SMS phishing has become a serious cybersecurity threat, especially for elderly and cyber-unaware individuals, causing financial loss and undermining user trust. Although prior work has focused on detecting smishing at the level of individual messages, real-world attackers often rely on...

BayreuthWing

A transformer-based deep learning system for detecting securit...

Tracing the Chain: Deep Learning for Stepping-Stone Intrusion Detection

Stepping-stone intrusions SSIs are a prevalent network evasion technique in which attackers route sessions through chains of compromised intermediate hosts to obscure their origin. Effective SSI detection requires correlating the incoming and outgoing flows at each relay host at extremely low fal...

SE-Enhanced ViT and BiLSTM-Based Intrusion Detection for Secure IIoT and IoMT Environments

With the rapid growth of interconnected devices in Industrial and Medical Internet of Things IIoT and MIoT ecosystems, ensuring timely and accurate detection of cyber threats has become a critical challenge. This study presents an advanced intrusion detection framework based on a hybrid...

mariadb: MariaDB Server Crash via Item_direct_view_ref

A flaw was found in MariaDB Server. This vulnerability may allow an attacker to crash the database via Itemdirectviewref::derivedfieldtransformerforwhere...

Efficient Software Vulnerability Detection Using Transformer-Based Models

Detecting software vulnerabilities is critical to ensuring the security and reliability of modern computer systems. Deep neural networks have shown promising results on vulnerability detection, but they lack the capability to capture global contextual information on vulnerable code. To address th...

VulnScout-C: A Lightweight Transformer for C Code Vulnerability Detection

Vulnerability detection in C programs is a critical challenge in software security. Although large language models LLMs achieve strong detection performance, their multi-billion-parameter scale makes them impractical for integration into development workflows requiring low latency and continuous...

CVE-2026-33468

Kysely is a type-safe TypeScript SQL query builder. Prior to version 0.28.14, Kysely's DefaultQueryCompiler.sanitizeStringLiteral only escapes single quotes by doubling them ' → '' but does not escape backslashes. When used with the MySQL dialect where NOBACKSLASHESCAPES is OFF by default, an...

CVE-2026-33468

Kysely is a type-safe TypeScript SQL query builder. Prior to version 0.28.14, Kysely's DefaultQueryCompiler.sanitizeStringLiteral only escapes single quotes by doubling them ' → '' but does not escape backslashes. When used with the MySQL dialect where NOBACKSLASHESCAPES is OFF by default, an...

CVE-2026-33468

Kysely is a type-safe TypeScript SQL query builder. Prior to version 0.28.14, Kysely's DefaultQueryCompiler.sanitizeStringLiteral only escapes single quotes by doubling them ' → '' but does not escape backslashes. When used with the MySQL dialect where NOBACKSLASHESCAPES is OFF by default, an...

CVE-2026-33468 Kysely has a MySQL SQL Injection via Insufficient Backslash Escaping in `sql.lit(string)` usage or similar methods that append string literal values into the compiled SQL strings

Kysely is a type-safe TypeScript SQL query builder. Prior to version 0.28.14, Kysely's DefaultQueryCompiler.sanitizeStringLiteral only escapes single quotes by doubling them ' → '' but does not escape backslashes. When used with the MySQL dialect where NOBACKSLASHESCAPES is OFF by default, an...

EUVD-2019-19901

phpTransformer 2016.9 contains an SQL injection vulnerability that allows remote attackers to execute arbitrary SQL queries by injecting malicious code through the idnews parameter. Attackers can send crafted GET requests to GeneratePDF.php with SQL payloads in the idnews parameter to extract...