LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

The increasing complexity and scale of the Internet of Things IoT have made security a critical concern. This paper presents a novel Large Language Model LLM-based framework for comprehensive threat detection and prevention in IoT environments. The system integrates lightweight LLMs fine-tuned on...

Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense Via Model Pruning

Recent studies have shown that sponge attacks can significantly increase the energy consumption and inference latency of deep neural networks DNNs. However, prior work has focused primarily on computer vision and natural language processing tasks, overlooking the growing use of lightweight AI...

Security Bulletin: IBM Maximo Application Suite -Iot Component uses netty-handler-4.1.114.Final.jar which is vulnerable to CVE-2025-24970.

Summary IBM Maximo Application Suite -Iot Component uses netty-handler-4.1.114.Final.jar which is vulnerable to CVE-2025-24970. This bulletin contains information regarding the vulnerability and its fixture. Vulnerability Details CVEID:CVE-2025-24970 DESCRIPTION: Netty, an asynchronous,...

Hackers Exploit Samsung MagicINFO, GeoVision IoT Flaws to Deploy Mirai Botnet

Threat actors have been observed actively exploiting security flaws in GeoVision end-of-life EoL Internet of Things IoT devices to corral them into a Mirai botnet for conducting distributed denial-of-service DDoS attacks. The activity, first observed by the Akamai Security Intelligence and Respon...

USN-7494-3: Linux kernel (Real-time) vulnerabilities

Several security issues were discovered in the Linux kernel. An attacker could possibly use these to compromise the system. This update corrects flaws in the following subsystems: - Network drivers; - Netfilter; CVE-2023-52664, CVE-2023-52927...

Here Comes Mirai: IoT Devices RSVP to Active Exploitation

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Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability

While machine learning has significantly advanced Network Intrusion Detection Systems NIDS, particularly within IoT environments where devices generate large volumes of data and are increasingly susceptible to cyber threats, these models remain vulnerable to adversarial attacks. Our research...

PT-2025-18781 · Undefined · Undefined

Name of the Vulnerable Software and Affected Versions: IntelR TiberTM Edge Platform Edge Orchestrator versions prior to 24.11.1 Description: A protection mechanism failure exists in some Edge Orchestrator software. An authenticated user may be able to enable a denial of service via adjacent acces...

PT-2025-18782 · Undefined · Undefined

@CISAgov 2/8 🏭 Revolution Pi vulnerability details: The industrial IoT platform has THREE critical flaws CVE-2025-24522, CVE-2025-24523, CVE-2025-24524 with CVSS scores up to 10.0! These affect Node-RED and PiCtory components widely used in manufacturing, energy, and water sectors...

CVE-2025-29659

Yi IOT XY-3820 6.0.24.10 is vulnerable to Remote Command Execution via the "cmdlisten" function located in the "cmd" binary...

CVE-2025-29660

A vulnerability exists in the daemon process of the Yi IOT XY-3820 v6.0.24.10, which exposes a TCP service on port 6789. This service lacks proper input validation, allowing attackers to execute arbitrary scripts present on the device by sending specially crafted TCP requests using directory...

USN-7462-1: Linux kernel vulnerabilities

Several security issues were discovered in the Linux kernel. An attacker could possibly use these to compromise the system. This update corrects flaws in the following subsystems: - GPU drivers; - Network drivers; - File systems infrastructure; - Ext4 file system; - Network file system NFS server...

USN-7459-1: Linux kernel (Intel IoTG) vulnerabilities

Jann Horn discovered that the watchqueue event notification subsystem in the Linux kernel contained an out-of-bounds write vulnerability. A local attacker could use this to cause a denial of service system crash or escalate their privileges. CVE-2022-0995 Several security issues were discovered i...

CVE-2025-29659

Yi IOT XY-3820 6.0.24.10 is vulnerable to Remote Command Execution via the "cmdlisten" function located in the "cmd" binary...

CVE-2025-29660

A vulnerability exists in the daemon process of the Yi IOT XY-3820 v6.0.24.10, which exposes a TCP service on port 6789. This service lacks proper input validation, allowing attackers to execute arbitrary scripts present on the device by sending specially crafted TCP requests using directory...

CVE-2025-29660

A vulnerability exists in the daemon process of the Yi IOT XY-3820 v6.0.24.10, which exposes a TCP service on port 6789. This service lacks proper input validation, allowing attackers to execute arbitrary scripts present on the device by sending specially crafted TCP requests using directory...

AESHA3: Efficient and Secure Sub-Key Generation for AES Using SHA-3

Advanced Encryption Standard AES is one of the most widely used symmetric cipher for the confidentiality of data. Also it is used for other security services, viz. integrity, authentication and key establishment. However, recently, authors have shown some weakness in the generation of sub-keys in...

CVE-2025-29660

A vulnerability exists in the daemon process of the Yi IOT XY-3820 v6.0.24.10, which exposes a TCP service on port 6789. This service lacks proper input validation, allowing attackers to execute arbitrary scripts present on the device by sending specially crafted TCP requests using directory...

CVE-2025-29660

The Yi IOT XY-3820 wireless security camera, specifically version v6.0.24.10 , contains a vulnerability in its daemon process which exposes a TCP service on port 6789 . The root cause is a lack of proper input validation , which enables attackers to use directory traversal techniques via speciall...

Yi IOT XY-3820 安全漏洞

Yi IOT XY-3820 is a wireless security camera from Yi IOT. A security vulnerability exists in the Yi IOT XY-3820 version 6.0.24.10, which stems from the cmdlisten function in the cmd binary being vulnerable to remote command execution attacks...