The Paradigm Shift: From Traditional APIs to Language-Driven Integration

Large language models LLMs are changing the game, offering a new way for systems to interact based on understanding language, not just strict formats...

CVE-2025-6561

Certain hybrid DVR models HBF-09KD and HBF-16NK from Hunt Electronic have an Exposure of Sensitive Information vulnerability, allowing unauthenticated remote attackers to directly access a system configuration file and obtain plaintext administrator credentials...

CVE-2025-6562 Hunt Electronic Hybrid DVR - OS Command Injection

Certain hybrid DVR models HBF-09KD and HBF-16NK from Hunt Electronic have an OS Command Injection vulnerability, allowing remote attackers with regular privileges to inject arbitrary OS commands and execute them on the device...

CVE-2025-6560

Multiple wireless router models from Sapido have an Exposure of Sensitive Information vulnerability, allowing unauthenticated remote attackers to directly access a system configuration file and obtain plaintext administrator credentials. The affected models are out of support; replacing the devic...

PT-2025-26955 · Hunt Electronic · Hunt Electronic Dvr

Name of the Vulnerable Software and Affected Versions: Hunt Electronic DVR models HBF-09KD and HBF-16NK Description: The issue allows remote attackers with regular privileges to inject arbitrary OS commands and execute them on the device. This is due to an OS Command Injection vulnerability...

On the Feasibility of Poisoning Text-To-Image AI Models Via Adversarial Mislabeling

Today's text-to-image generative models are trained on millions of images sourced from the Internet, each paired with a detailed caption produced by Vision-Language Models VLMs. This part of the training pipeline is critical for supplying the models with large volumes of high-quality image-captio...

PT-2025-26953 · Hunt Electronic · Hunt Electronic Hybrid Dvr

Name of the Vulnerable Software and Affected Versions: Hunt Electronic Hybrid DVR models HBF-09KD and HBF-16NK Description: The issue allows unauthenticated remote attackers to directly access a system configuration file and obtain plaintext administrator credentials. This is an Exposure of...

Cybercriminal abuse of large language models

Cybercriminals are continuing to explore artificial intelligence AI technologies such as large language models LLMs to aid in their criminal hacking activities. Some cybercriminals have resorted to using uncensored LLMs or even custom-built criminal LLMs for illicit purposes. Advertised features ...

CVE-2024-51983 Unauthenticated Denial of Service (DoS) via malformed WS-Scan request affecting multiple models from Brother Industries, Ltd, FUJIFILM Business Innovation, Ricoh, Toshiba Tec, and Konica Minolta, Inc.

An unauthenticated attacker who can connect to the Web Services feature HTTP TCP port 80 can issue a WS-Scan SOAP request containing an unexpected JobToken value which will crash the target device. The device will reboot, after which the attacker can reissue the command to repeatedly crash the...

JsDeObsBench: Measuring and Benchmarking LLMs for JavaScript Deobfuscation

Deobfuscating JavaScript JS code poses a significant challenge in web security, particularly as obfuscation techniques are frequently used to conceal malicious activities within scripts. While Large Language Models LLMs have recently shown promise in automating the deobfuscation process,...

PT-2025-26821 · Brother · Brother Driver Installers For Windows

Name of the Vulnerable Software and Affected Versions: Brother driver installers for Windows affected versions not specified Description: The issue concerns a privilege escalation vulnerability in Brother driver installers for Windows. If exploited, an arbitrary program may be executed with...

E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification Via MLLMs

The rapid spread of misinformation in mobile and wireless networks presents critical security challenges. This study introduces a training-free, retrieval-based multimodal fact verification system that leverages pretrained vision-language models and large language models for credibility assessmen...

Poster: Enhancing GNN Robustness for Network Intrusion Detection Via Agent-Based Analysis

Graph Neural Networks GNNs show great promise for Network Intrusion Detection Systems NIDS, particularly in IoT environments, but suffer performance degradation due to distribution drift and lack robustness against realistic adversarial attacks. Current robustness evaluations often rely on...

Multiple Brother Devices: Multiple Vulnerabilities (FIXED)

Overview Update June 25, 2025: Update statistics to reflect an additional 6 affected models from Konica Minolta, Inc. Rapid7 conducted a zero-day research project into multifunction printers MFP from Brother Industries, Ltd. This research resulted in the discovery of 8 new vulnerabilities. Some o...

CodeGuard: a Generalized and Stealthy Backdoor Watermarking for Generative Code Models

Generative code models GCMs significantly enhance development efficiency through automated code generation and code summarization. However, building and training these models require computational resources and time, necessitating effective digital copyright protection to prevent unauthorized lea...

CVE-2025-41427

WRC-X3000GS, WRC-X3000GSA, and WRC-X3000GSN contain an improper neutralization of special elements used in an OS command 'OS Command Injection' vulnerability in Connection Diagnostics page. If a remote authenticated attacker sends a specially crafted request to the affected product, an arbitrary ...

CVE-2025-52566

llama.cpp is an inference of several LLM models in C/C++. Prior to version b5721, there is a signed vs. unsigned integer overflow in llama.cpp's tokenizer implementation llamavocab::tokenize src/llama-vocab.cpp:3036 resulting in unintended behavior in tokens copying size comparison. Allowing...

CVE-2025-6559 Sapido Wireless Router - OS Command Injection

Multiple wireless router models from Sapido have an OS Command Injection vulnerability, allowing unauthenticated remote attackers to inject arbitrary OS commands and execute them on the server. The affected models are out of support; replacing the device is recommended...

KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

Despite extensive research on Machine Learning-based Network Intrusion Detection Systems ML-NIDS, their capability to detect diverse attack variants remains uncertain. Prior studies have largely relied on homogeneous datasets, which artificially inflate performance scores and offer a false sense ...

Advantech多款产品 安全漏洞

The Advantech WISE-4010LAN, WISE-4050LAN, and WISE-4060LAN are all industrial automation controllers from Advantech of Taiwan, China. A denial of service vulnerability exists in multiple Advantech products, which can be exploited by attackers to cause a denial of service...