ND UC Irvine researchers bring down AI powered drones with painted umbrellas (arxiv.org)
23 points by jcalvinowens 9 days ago | 8 comments on HN ~lite vlite-2.0
Summary ~lite
Researchers reveal a method to compromise drone tracking systems using a painted umbrella.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 29 HN snapshots · 69 evals
+1 0 −1 HN
Audit Trail 89 entries
2026-03-19 19:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 19:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 19:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 19:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 17:48 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 16:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 16:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 16:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 16:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 16:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 15:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 15:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 15:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 15:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 15:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 14:11 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 14:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 13:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 13:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 13:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 05:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 05:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 05:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 04:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 04:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 03:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 03:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 03:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 02:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 02:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 02:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 01:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-19 00:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive)
2026-03-19 00:27 eval Evaluated by llama-3.3-70b-wai: +0.12 (Mild positive)
reasoning
Technical paper on AI security
2026-03-18 23:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 23:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 23:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 22:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 22:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 21:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 21:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 20:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 19:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 19:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 19:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 19:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 18:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 18:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 18:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 17:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 17:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 17:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 16:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 16:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 16:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 15:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 15:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 15:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 14:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 13:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 13:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 13:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 13:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 12:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 12:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 11:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 11:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 11:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 11:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 10:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 10:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 10:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 09:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 09:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 09:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 08:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 08:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 07:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 07:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion
2026-03-18 07:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-18 06:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical paper on AI-powered drone security vulnerabilities, no explicit rights discussion