Hitting a NERVE with attacks on AI-powered brain-computer interfaces
Human brain interfaces are advancing at a startling pace; Ray Kurzweil has just joined a startup that dispenses with skull surgery in favour of you snorting charged nanoparticles that are then driven by magnetic coils in a cap. This all sounds very scifi, but the software stack on these BCI devices have an enormous and unguarded attack surface. Zahra Tarkhani has just uploaded a preprnt NERVE Attacks: Breaking AI-Powered Brain-Computer Interfaces that we worked on with two brilliant interns who visited last summer, Georgios Akkogiounoglou (KTH) and Isabel Tscherniak (TUM), and Lorena Qendro at Nokia Bell Labs.
- ▪Human brain interfaces are advancing at a startling pace; Ray Kurzweil has just joined a startup that dispenses with skull surgery in favour of you snorting charged nanoparticles that are then driven by magnetic coils in a cap.
- ▪This all sounds very scifi, but the software stack on these BCI devices have an enormous and unguarded attack surface.
- ▪Zahra Tarkhani has just uploaded a preprnt NERVE Attacks: Breaking AI-Powered Brain-Computer Interfaces that we worked on with two brilliant interns who visited last summer, Georgios Akkogiounoglou (KTH) and Isabel Tscherniak (TUM), and Lor
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| Original publisher | Anil Madhavapeddy |
| Canonical URL | https://anil.recoil.org/notes/nerve-attacks |
| Publication time | Sun, 13 Sep 2026 19:59:52 +0000 |
| Retrieval time | 2026-09-13T20:21:51.492Z |
| Last seen | 2026-09-13T20:21:51.492Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | zCVK_ZCSwVW1 · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
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| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Human brain interfaces are advancing at a startling pace; Ray Kurzweil has just joined a startup that dispenses with skull surgery in favour of you snorting charged nanoparticles that are then driven by magnetic coils in a cap. This all sounds very scifi, but the software stack on these BCI devices have an enormous and unguarded attack surface. Zahra Tarkhani has just uploaded a preprnt NERVE Attacks: Breaking AI-Powered Brain-Computer Interfaces that we worked on with two brilliant interns who visited last summer, Georgios Akkogiounoglou (KTH) and Isabel Tscherniak (TUM), and Lorena Qendro at Nokia Bell Labs. Back in 2022, our first pass at this found over 300 vulnerabilities across the stacks of commodity BCI headsets.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Anil Madhavapeddy.
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