LLM Meets the Sky: Heuristic Multi-Agent Reinforcement Learning for Secure Heterogeneous UAV Networks

This work tackles the physical layer security PLS problem of maximizing the secrecy rate in heterogeneous UAV networks HetUAVNs under propulsion energy constraints. Unlike prior studies that assume uniform UAV capabilities or overlook energy-security trade-offs, we consider a realistic scenario...

Trusted Data Fusion, Multi-Agent Autonomy, Autonomous Vehicles

Multi-agent collaboration enhances situational awareness in intelligence, surveillance, and reconnaissance ISR missions. Ad hoc networks of unmanned aerial vehicles UAVs allow for real-time data sharing, but they face security challenges due to their decentralized nature, making them vulnerable t...

Analysis of Post-Quantum Cryptography in User Equipment in 5G and Beyond

The advent of quantum computing threatens the security of classical public-key cryptographic systems, prompting the transition to post-quantum cryptography PQC. While PQC has been analyzed in theory, its performance in practical wireless communication environments remains underexplored. This pape...

F5 Networks BIG-IP : c-ares vulnerability (K000149130)

The version of F5 Networks BIG-IP installed on the remote host is prior to 15.1.10.8 / 16.1.6.1 / 17.1.3 / 17.5.1.2. It is, therefore, affected by a vulnerability as referenced in the K000149130 advisory. The c-ares function aresparsenaptrreply, which is used for parsing NAPTR responses, could be...

GATEBLEED: Exploiting On-Core Accelerator Power Gating for High Performance and Stealthy Attacks on AI

As power consumption from AI training and inference continues to increase, AI accelerators are being integrated directly into the CPU. Intel's Advanced Matrix Extensions AMX is one such example, debuting on the 4th generation Intel Xeon Scalable CPU. We discover a timing side and covert channel,...

Demon Routing Protocol Daemon RCE

The vulnerability of the Daemon Routing Protocol rpd in Junos OS and Junos OS Evolved operating systems is related to improper handling of parameter length discrepancies. Exploiting this vulnerability can allow a malicious actor to cause service failures...

Juniper Networks Junos OS Connectivity Fault Management DoS

The vulnerability of Connectivity Fault Management CFM in Juniper Networks’ Junos OS operating systems is related to buffer overflow attacks. Exploiting this vulnerability can allow a malicious actor to cause service interruptions remotely...

Juniper Networks Junos OS DoS

The vulnerability of the SIP ALG layer application-level firewall on Juniper Networks Junos OS is related to improper cleaning or release of resources. Exploiting this vulnerability can allow a malicious actor to cause service failures...

Juniper Networks’ Junos OS Privilege Escalation

The vulnerability of the command-line interface CLI of Juniper Networks’ Junos OS and Junos OS Evolved operating systems is related to the lack of measures taken to neutralize specific elements. Exploiting this vulnerability can allow attackers to enhance their privileges...

Juniper Networks Junos OS Command Access

The vulnerability of Juniper Networks Junos OS web servers is related to deficiencies in the authentication mechanism. Exploiting this vulnerability can allow a malicious actor to gain access to device command interfaces remotely...

Palo Alto Networks Cortex Privilege Escalation

The vulnerability of the virtual machine on Palo Alto Networks Cortex XDR Broker VM in cloud security platforms is related to improper privilege assignment. Exploiting this vulnerability can allow attackers to elevate their privileges to a root level...

Palo Alto Networks Cortex XDR Agent DoS

The vulnerability of the Palo Alto Networks Cortex XDR Agent, which is used for network traffic analysis, network detection, and response, stems from insufficient checking of unusual or exceptional states. Exploiting this vulnerability could allow attackers to trigger service failures...

Juniper Networks Junos OS Access Configuration

The vulnerability of the user interface of Juniper Networks Junos OS and Junos OS Evolved lies in improper neutralization of separators. Exploiting this vulnerability can allow an attacker to modify system configurations...

Alchemy Non-SMA and Webauthn Account Security Advisory

A potential security issue has been mitigated on old account deployment functions from the factory. Smart wallets in use on all existing supported networks are not impacted...

Quantum Skyshield: Quantum Key Distribution and Post-Quantum Authentication for Low-Altitude Wireless Networks in Adverse Skies

Recently, low-altitude wireless networks LAWNs have emerged as a critical backbone for supporting the low-altitude economy, particularly with the densification of unmanned aerial vehicles UAVs and high-altitude platforms HAPs. To meet growing data demands, some LAWN deployments incorporate...

Backscattering-Based Security in Wireless Power Transfer Applied to Battery-Free BLE Sensors

The integration of security and energy efficiency in Internet of Things systems remains a critical challenge, particularly for battery-free and resource-constrained devices. This paper explores the scalability and protocol-agnostic nature of a backscattering-based security mechanism by integratin...

F5 Networks BIG-IP : Apache Commons vulnerability (K000152614)

The version of F5 Networks BIG-IP installed on the remote host is prior to 17.1.3.1 / 17.5.1.1 / 21.0.0. It is, therefore, affected by a vulnerability as referenced in the K000152614 advisory. Allocation of resources for multipart headers with insufficient limits enabled a DoS vulnerability in...

Adversarial Attacks to Image Classification Systems Using Evolutionary Algorithms

Image classification currently faces significant security challenges due to adversarial attacks, which consist of intentional alterations designed to deceive classification models based on artificial intelligence. This article explores an approach to generate adversarial attacks against image...

K000152602: Multiple Moby vulnerabilities

Security Advisory Description CVE-2023-28840 Moby is an open source container framework developed by Docker Inc. that is distributed as Docker, Mirantis Container Runtime, and various other downstream projects/products. The Moby daemon component dockerd, which is developed as moby/moby, is common...

HyDRA: a Hybrid Dual-Mode Network for Closed- and Open-Set RFFI with Optimized VMD

Device recognition is vital for security in wireless communication systems, particularly for applications like access control. Radio Frequency Fingerprint Identification RFFI offers a non-cryptographic solution by exploiting hardware-induced signal distortions. This paper proposes HyDRA, a Hybrid...