CVE-2026-7669

Affected software: sgl-project SGLang (up to 0.5.9). The vulnerability targets the function get_tokenizer in python/sglang/srt/utils/hf_transformers_utils.py within the HuggingFace Transformer Handler. Root cause is deserialization triggered by input manipulation. Impact is remote execution with ...

PT-2026-36639

Name of the Vulnerable Software and Affected Versions sgl-project SGLang versions prior to 0.6.0 Description A code injection issue exists in the HuggingFace Transformer Handler within the get tokenizer function of the python/sglang/srt/utils/hf transformers utils.py file. When a caller sets the...

A Systematic Literature Review for Transformer-Based Software Vulnerability Detection

Context: Software vulnerabilities pose significant security threats to software systems, especially as software is increasingly used across many areas of daily life, including health, government, and finance. Recently, transformer-based models have demonstrated promising results in automatic...

A-THENA: Early Intrusion Detection for IoT with Time-Aware Hybrid Encoding and Network-Specific Augmentation

The proliferation of Internet of Things IoT devices has significantly expanded attack surfaces, making IoT ecosystems particularly susceptible to sophisticated cyber threats. To address this challenge, this work introduces A-THENA, a lightweight early intrusion detection system EIDS that...

CVE-2026-32311

Flowsint is an open-source OSINT graph exploration tool designed for cybersecurity investigation, transparency, and verification. Flowsint allows a user to create investigations, which are used to manage sketches and analyses. Sketches have controllable graphs, which are comprised of nodes and...

EUVD-2026-23801

A weakness has been identified in TransformerOptimus SuperAGI up to 0.0.14. Affected by this issue is the function Upload of the file superagi/controllers/resources.py of the component Multipart Upload Handler. This manipulation of the argument Name causes path traversal. It is possible to initia...

CVE-2026-6616

A security vulnerability has been detected in TransformerOptimus SuperAGI up to 0.0.14. This affects the function extractwithbs4/extractwith3k/extractwithlxml of the file superagi/helper/webpageextractor.py of the component WebScraperTool. Such manipulation leads to server-side request forgery. I...

CVE-2026-6616 TransformerOptimus SuperAGI WebScraperTool webpage_extractor.py extract_with_lxml server-side request forgery

A security vulnerability has been detected in TransformerOptimus SuperAGI up to 0.0.14. This affects the function extractwithbs4/extractwith3k/extractwithlxml of the file superagi/helper/webpageextractor.py of the component WebScraperTool. Such manipulation leads to server-side request forgery. I...

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...

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...

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-2026-6584

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-2026-6583

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...