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The way that [problems with the PGP bootstrapping] are supposed to be resolved is with an authentication model called the Web of Trust where users sign keys of other users after verifying that they are who they say they are. In theory, if some due diligence is applied in signing other people’s keys and a sufficient number of people participate you’ll be able to follow a short chain of signatures from people you already know and trust to new untrusted keys you download from a key server. In practice this has never worked out very well as it burdens users with the task of manually finding people to sign their keys and even experts find the Web of Trust model difficult to reason about. This also reveals the social graph of certain communities which may place users at risk for their associations. Such signatures also reveal metadata about times and thus places for meetings for key signings. The Nyms Identity Directory is a replacement for all of this. Keyservers are replaced with an identity directory that gives users full control over publication of their key information and web of trust is replaced with a distributed network of trusted notaries which validate user keys with an email verification protocol.
(tags: web-of-trust directories nyms privacy crypto identity trust pgp gpg security via:ioerror keyservers notaries)
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Frogsort as an exam question (via qwghlm)
(tags: via:qwghlm frogsort sorting big-o algorithms funny comics smbc)
Punished for Being Poor: Big Data in the Justice System
This is awful. Totally the wrong tool for the job — a false positive rate which is miniscule for something like spam filtering, could translate to a really horrible outcome for a human life.
Currently, over 20 states use data-crunching risk-assessment programs for sentencing decisions, usually consisting of proprietary software whose exact methods are unknown, to determine which individuals are most likely to re-offend. The Senate and House are also considering similar tools for federal sentencing. These data programs look at a variety of factors, many of them relatively static, like criminal and employment history, age, gender, education, finances, family background, and residence. Indiana, for example, uses the LSI-R, the legality of which was upheld by the state’s supreme court in 2010. Other states use a model called COMPAS, which uses many of the same variables as LSI-R and even includes high school grades. Others are currently considering the practice as a way to reduce the number of inmates and ensure public safety. (Many more states use or endorse similar assessments when sentencing sex offenders, and the programs have been used in parole hearings for years.) Even the American Law Institute has embraced the practice, adding it to the Model Penal Code, attesting to the tool’s legitimacy.
(via stroan)(tags: via:stroan statistics false-positives big-data law law-enforcement penal-code risk sentencing)