Hacking Wheelchairs over Bluetooth

Jan. 14th, 2026 07:22 pm
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Posted by Bruce Schneier

Researchers have demonstrated remotely controlling a wheelchair over Bluetooth. CISA has issued an advisory.

CISA said the WHILL wheelchairs did not enforce authentication for Bluetooth connections, allowing an attacker who is in Bluetooth range of the targeted device to pair with it. The attacker could then control the wheelchair’s movements, override speed restrictions, and manipulate configuration profiles, all without requiring credentials or user interaction.

kareila: a lady in glasses holding a stack of books (books)
[personal profile] kareila
On the one hand, my free trial of Kindle Unlimited ended and I should read the books I downloaded from that so that I can stop paying for it. Mostly LitRPG-type stuff.

On the other hand, I've actually been making some progress on the TBR pile? And I decided to restart Spider Robinson's Callahan series, which I never got around to finishing.

On the third hand, I have my usual pile of library books - ten checked out right now, and another half dozen or so scheduled for holds at the end of the month.

I swear I used to have other hobbies.
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Lean4Less: Translating Lean to Smaller Theories via an Extensional-to-Intensional Translation

Lean is a proof assistant developed by the Lean FRO that has become especially popular with mathematicians in recent years, whose type-theoretic foundations take after the proof assistant Rocq. While Lean’s typechecking kernel attempts to be as minimal as possible, it introduces a number of specialized definitional equalities as conveniences for mathematical formalization. These definitional equalities are crucial to enabling scalable formal developments in Lean, however they complicate metatheoretical analyses and the task of proof export from Lean.

In this talk, I will discuss the theory, design, and implementation of a tool called “Lean4Less” that translates Lean proofs to a smaller theory “Lean-” with fewer such definitional equalities, focusing in particular on the elimination of Lean’s rules of proof irrelevance and “K-like reduction”. Lean4Less implements a special case of a translation from extensional to intensional type theory, inserting explicit type conversions around subterms using generated type equality proofs that are typeable in the Lean- theory. Lean4Less’s implementation is based on a modification of a typechecker kernel for Lean taken from the “Lean4Lean” project, and effects our translation by generating translated terms in parallel to normal typechecking.

=== Online talk ===

Join Zoom Meeting https://cam-ac-uk.zoom.us/j/89856091954?pwd=Bba77QB2KuTideTlH6PjAmbXLO8HbY.1

Meeting ID: 898 5609 1954 Passcode: ITPtalk

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Upcoming Speaking Engagements

Jan. 14th, 2026 05:00 pm
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Posted by Bruce Schneier

This is a current list of where and when I am scheduled to speak:

The list is maintained on this page.

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Posted by Zach Weinersmith



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