XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles

arXiv 2605.13922•8b088a39f764b126ff04c9af5509b8d4f8fd4b69ce12cb79382a5be6fc2c7526
AgentTrapBRICKSTORMDSTAN-MedExploitBenchGo malwareICS/IIoTIoMTLLM agentsObscuraPanteganaSHAPUAV intrusion detectionUAVIDS-2025V8 bugsVolatility 3XAIcapability ladderdarknet trafficexploit benchmarkfalse data injectionmemory forensicsphysiological plausibilityreconnaissance evasion','homomorphic encryption','encrypted控制','supply-chainthird-party skills

Paper metadata

arXiv ID
2605.13922
Version
Not specified by this published record
Category
Computer Science — Cryptography and Security (cs.CR)

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Evidence and limitations

Source ID
arxiv_cs_cr
Record identifier
8b088a39f764b126ff04c9af5509b8d4f8fd4b69ce12cb79382a5be6fc2c7526
Enrichment time
2026-05-15T07:23:33Z
AI-assisted enrichment
Yes

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