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Cybersecurity AI: Hacking Consumer Robots in the AI Era (2026)

https://arxiv.org/abs/2603.08665
2•mdelmundo•1h ago

Comments

mdelmundo•1h ago
Hi HN – one of the authors here.

This research explores how generative AI can dramatically lower the barrier to entry for robot hacking.

Using Cybersecurity AI (CAI) we analyzed three consumer robots: – robotic lawn mower – powered exoskeleton – window-cleaning robot

In about 7 hours the system identified 38 vulnerabilities including firmware exploitation paths, BLE command injection and unauthenticated root access.

Historically this type of analysis required weeks of specialized robotics security research.

Happy to answer questions.

kurtisebearuk•1h ago
Would be really interested to understand the cost to complete the reviews, and the man time cost in getting to the actual vulns and getting rid of all the false positives. did you come across many false positives?

Hegger

https://hegger.party
1•davedx•35s ago•0 comments

Ask HN: Which DNS based ad blocker do you suggest?

1•SoftwareEn2•43s ago•0 comments

Save the Student Essay

https://openquestionsblog.substack.com/p/save-the-student-essay
1•voxleone•1m ago•0 comments

Show HN: BoltzPay – fetch() that pays for AI agents (x402 and L402)

https://github.com/leventilo/boltzpay
1•leventilo•3m ago•0 comments

Show HN: Stop AI Debugging with Print(). Use a Debugger

https://github.com/AlmogBaku/debug-skill
1•almogbaku•3m ago•0 comments

Show HN: Claude Status

https://github.com/gmr/claude-status
1•crad•4m ago•0 comments

AI isn't digital anymore. It's a 1-GW power problem

1•TheBottlenecker•4m ago•0 comments

Show HN: OpenTabs – Your AI calls Slack's internal API through the browser

https://github.com/opentabs-dev/opentabs
1•Jbced•5m ago•0 comments

What we learned building 100 API integrations with OpenCode

https://nango.dev/blog/learned-building-100-api-integrations-with-opencode
1•rguldener•7m ago•0 comments

Important Updates to GitHub Copilot for Students

https://github.com/orgs/community/discussions/189268
1•archb•7m ago•0 comments

We will come to regret our every use of AI

https://libresolutions.network/articles/ai-regret/
2•paulnpace•7m ago•0 comments

Show HN: Subagent-CLI – a CLI for managing multiple coding agents

1•otakumesi•8m ago•0 comments

What's My ΔE(OK) JND?

https://www.keithcirkel.co.uk/whats-my-jnd/
2•sebg•8m ago•0 comments

Cynium

https://cynium.com/
2•falibout•10m ago•0 comments

Claude can now build interactive charts and diagrams, directly in the chat

https://twitter.com/claudeai/status/2032124273587077133
2•tzury•11m ago•0 comments

I built a system that turns tax law from 100 regions into executable rules

https://www.getsphere.com/blog/building-tram
4•abowcut•12m ago•0 comments

Julian Shapiro: Landing Pages

https://www.julian.com/guide/startup/landing-pages
1•cat-whisperer•12m ago•0 comments

Show HN: GitClassic, a fast, lightweight GitHub front end (pages under 14KB)

https://gitclassic.com
1•heythisischris•14m ago•1 comments

Notes on AI Led Growth (ALG)

https://arnon.dk/notes-on-ai-led-growth-alg/
1•arnon•14m ago•0 comments

Empathia – open-source social network where empathy is the only score

https://empathia.world
2•DeAeternum•14m ago•1 comments

Learn about the ebbs and flows of citibikes in NYC

https://citibike.live
1•eltokh7•16m ago•0 comments

1 in 4 American Adults Have an "Intimate/Romantic" Relationship with AI

https://vantagepointdallascounseling.com/research/artificial-romance-a-study-of-ai-and-human-rela...
3•bananamogul•16m ago•1 comments

Tech backs Anthropic in its Pentagon fight

https://tapestry.news/tech/anthropic-pentagon/
3•sygonical•18m ago•0 comments

Alex Karp: "People are likely gonna have less good, and less interesting jobs"

https://newrepublic.com/post/207693/palantir-ceo-karp-disrupting-democratic-power
5•DGAP•18m ago•0 comments

B12 3.0 – A decade of helping customers build their home online

https://blog.marcua.net/2026/03/12/b12-30.html
1•sebg•19m ago•0 comments

Ask HN: When do you think "NO AI" will become a part of recruiting pitches?

1•asimpletune•19m ago•0 comments

Show HN: Autoschematic is a new infra-as-code tool built on reversible computing

https://github.com/autoschematic-sh/autoschematic
1•pfnsec•20m ago•0 comments

Altar of the Demo Gods

https://demogoats.com/
1•mmh0000•21m ago•0 comments

The Reason Windows Hate Is Exploding: Not Just the UI–It's the End of PC [video]

https://www.youtube.com/watch?v=e7a89ZYcTo8
2•tartoran•21m ago•1 comments

Reducing Europe's nuclear energy sector was 'strategic mistake', EU chief says

https://www.reuters.com/sustainability/boards-policy-regulation/reducing-nuclear-energy-strategic...
2•mirzap•21m ago•0 comments