AI ethics evidence index Search
Source-linked daily record
Evidence record 12243 · automatically gathered

Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation

Drone swarms are increasingly deployed in critical applications such as surveillance, disaster response, and infrastructure monitoring. However, their reliance on open communication channels and their limited computational resources make them vulnerable to a wide range of cyber-threats. There is a growing interest in intrusion detection systems (IDS) specifically designed for drone environments and operations. However, the conventional solutions including Machine Learning (ML)-based approaches r

Record details

Published: 19 July 2026
Source: arXiv cs.CR (AI security)
Category: Research
Topics: Privacy · Military & security · Environment
Retrieved: 21 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Privacy · Shared topic: Military & security

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

arXiv cs.CR (AI security) · 1 July 2026

Shared topic: Privacy · Shared topic: Military & security

Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support

arXiv · 20 April 2026

Shared topic: Privacy · Shared topic: Environment

STAR: Skeletal Token Alignment and Rearrangement for Interaction Recognition

arXiv · 19 July 2026

Shared topic: Privacy · Shared topic: Environment

AdaHome: An Adaptive Smart Home Assistant using Local Small Language Models

arXiv cs.AI · 20 July 2026

Shared topic: Military & security · Shared topic: Environment

SMC-ES: Automated synthesis of formally verified control policies

arXiv cs.AI · 16 July 2026

Shared topic: Privacy · Shared topic: Environment

Enabling Multilingual Privacy Policy Audits: Large-Scale Analysis of Spanish Mobile Apps

arXiv cs.CY · 22 July 2026

How to cite this record

ethics.ai (19 July 2026), “Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation,” evidence record 12243, https://ethics.ai/record/12243 (originally published by arXiv cs.CR (AI security)).

JSON

Use and limitations

This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.