CVE-2026-67346

Swarms 6.8.1 is affected by a server-side request forgery in the _is_safe_url function due to hostname validation via DNS resolution. This allows attackers to supply user-controlled image or audio URLs resolving to private, loopback, or metadata addresses to reach internal services and exfiltrate...

CVE-2026-67346 Swarms 6.8.1 Server-Side Request Forgery via DNS Rebinding Bypass

Swarms through 6.8.1, fixed in commit 8b0fc9e, contains a server-side request forgery vulnerability in the issafeurl function that fails to validate hostnames through DNS resolution, allowing attackers to bypass the blocklist. Attackers can supply user-controlled image or audio URLs that resolve ...

Framework for Discovering GPS Spoofing Attacks in Drone Swarms

Swarm robotics, particularly drone swarms, are used in various safety-critical tasks. While a lot of attention has been given to improving swarm control algorithms for improved intelligence, the security implications of various design choices in swarm control algorithms have not been studied. We...

PrivLLMSwarm: Privacy-Preserving LLM-Driven UAV Swarms for Secure IoT Surveillance

Large Language Models LLMs are emerging as powerful enablers for autonomous reasoning and natural-language coordination in unmanned aerial vehicle UAV swarms operating within Internet of Things IoT environments. However, existing LLM-driven UAV systems process sensitive operational data in...

Quantum Machine Learning for UAV Swarm Intrusion Detection

Intrusion detection in unmanned-aerial-vehicle UAV swarms is complicated by high mobility, non-stationary traffic, and severe class imbalance. Leveraging a 120 k-flow simulation corpus that covers five attack types, we benchmark three quantum-machine-learning QML approaches - quantum kernels,...

OSI Stack Redesign for Quantum Networks: Requirements, Technologies, Challenges, and Future Directions

Quantum communication is poised to become a foundational element of next-generation networking, offering transformative capabilities in security, entanglement-based connectivity, and computational offloading. However, the classical OSI model-designed for deterministic and error-tolerant...

kube-copilot (>=0.1.21 <=0.1.22), langcorn (>=0.0.14 <=0.0.18) +1 more potentially affected by CVE-2024-21513 via langchain-experimental (>=0.0.10 <=0.0.14)

langchain-experimental PYPI version =0.0.10, =0.1.21, =0.0.14, =2.3.0, =4.3.3 Source cves: CVE-2024-21513 Source advisory: OSV:PYSEC-2024-62...

kube-copilot (>=0.1.21 <=0.1.22), langcorn (>=0.0.14 <=0.0.18) +1 more potentially affected by CVE-2023-44467 via langchain-experimental (>=0.0.10 <=0.0.14)

langchain-experimental PYPI version =0.0.10, =0.1.21, =0.0.14, =2.3.0, =4.3.3 Source cves: CVE-2023-44467 Source advisory: OSV:GHSA-GJJR-63X4-V8CQ...

kube-copilot (>=0.1.21 <=0.1.22), langcorn (>=0.0.14 <=0.0.18) +1 more potentially affected by CVE-2023-44467 via langchain-experimental (>=0.0.10 <=0.0.14)

langchain-experimental PYPI version =0.0.10, =0.1.21, =0.0.14, =2.3.0, =4.3.3 Source cves: CVE-2023-44467 Source advisory: OSV:PYSEC-2023-194...

Prepare to Defend Your Network Against Swarm-as-a-Service

The digital world we now inhabit creates unprecedented opportunities – both for good and for ill. One of these possibilities is swarm-based tools that can be used to either attack or defend the network. This possibility, or set of possibilities, has arisen due to dramatic advances in swarm-based...

Newsmaker Interview: Derek Manky on ‘Self-Organizing Botnet Swarms’

For over five years Derek Manky, global security strategist at Fortinet and FortiGuard Labs, has been helping the private and public sector identify and fight cybercrime. His job also includes working with noted groups: Computer Emergency Response, NATO NICP, INTERPOL Expert Working Group and the...

US Army Researching Bot Swarms

The US Army Research Agency is funding research into autonomous bot swarms. From the announcement: The objective of this CRA is to perform enabling basic and applied research to extend the reach, situational awareness, and operational effectiveness of large heterogeneous teams of intelligent...