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Learning to Attack the Cyberattackers Can’t Happen Fast Enough - The New York Times
By Alina Tugend
Nov. 14, 2018

CyLab Security and Privacy Institute at Carnegie Mellon University. The center was created by Professor Savvides, who is a widely recognized expert in biometrics — the science of measuring and identifying people using facial and iris recognition systems. On any given day, the high-tech space is crowded with computers, robots, and other machines and populated with doctoral students working with him.

CyLab, which includes the center, was founded in 2003 to expand the boundaries of technology and protect people when that technology — or the people using it — poses a threat.

Based in the university’s 25,000-square-foot Collaborative Innovation Center, CyLab works in partnership with roughly 20 corporations — like Boeing, Microsoft and Facebook — and government agencies to do research and education in internet privacy and security.
biometrics  cyberattacks  cyber_security  Carnegie_Mellon  Colleges_&_Universities  offensive_tactics 
5 hours ago by jerryking
DeepMasterPrints: generating MasterPrints for dictionary attacks via latent variable evolution • ArXiv
A team at New York University:
<p>Recent research has demonstrated the vulnerability of fingerprint recognition systems to dictionary attacks based on MasterPrints. MasterPrints are real or synthetic fingerprints that can fortuitously match with a large number of fingerprints thereby undermining the security afforded by fingerprint systems. Previous work by Roy et al. generated synthetic MasterPrints at the feature-level. In this work we generate complete image-level MasterPrints known as DeepMasterPrints, whose attack accuracy is found to be much superior than that of previous methods. The proposed method, referred to as Latent Variable Evolution, is based on training a Generative Adversarial Network on a set of real fingerprint images.</p>


Yes - machine learning to generate fake fingerprints. They don't take the extra step to try it on actual phones, from my reading, but that's the obvious next paper.
biometrics  fingerprint  machinelearning 
yesterday by charlesarthur
[1705.07386] DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution
Recent research has demonstrated the vulnerability of fingerprint recognition systems to dictionary attacks based on MasterPrints. MasterPrints are real or synthetic fingerprints that can fortuitously match with a large number of fingerprints thereby undermining the security afforded by fingerprint systems. Previous work by Roy et al. generated synthetic MasterPrints at the feature-level. In this work we generate complete image-level MasterPrints known as DeepMasterPrints, whose attack accuracy is found to be much superior than that of previous methods. The proposed method, referred to as Latent Variable Evolution, is based on training a Generative Adversarial Network on a set of real fingerprint images. Stochastic search in the form of the Covariance Matrix Adaptation Evolution Strategy is then used to search for latent input variables to the generator network that can maximize the number of impostor matches as assessed by a fingerprint recognizer. Experiments convey the efficacy of the proposed method in generating DeepMasterPrints. The underlying method is likely to have broad applications in fingerprint security as well as fingerprint synthesis.
evolutionary-algorithms  neural-networks  generative-models  rather-interesting  biometrics  whoopsie-daisy  also:duh 
2 days ago by Vaguery
Untitled (https://www.youtube.com/watch?v=KTn0r0HPXVg)
Unsure why this HP Spectre commercial about "reinventing passwords" would make me confident about using :
biometrics  from twitter_favs
3 days ago by douglevin
NSW government intensifies citizen tracking with 'The Capability'
Monash University Criminal Jurisprudence Professor Liz Campbell said in a submission to the inquiry The Capability breaches privacy rights by allowing collection, storage and sharing of personal details from innocent people who are not even suspected of an offence.

"This is compounded by the possibility of non-government entities accessing the identity matching services," Professor Campbell wrote. "Research into identity matching technology indicates that ethnic minorities and women are misidentified at higher rates than the rest of the population.

"[There are] significant concerns about the reliability or otherwise of its algorithms and the biases that can be inherent in them."

Professor Campbell referred to a facial recognition pilot scheme in Wales that finished this year with 91 per cent of matches incorrectly identifying innocent members of the public.

The Australian Capital Territory and Victoria have objected to The Capability as proposed by the federal government because they say it violates their local privacy and human rights laws.
by:NigelGladstone  from:SydneyMorningHerald  privacy  CCTV  biometrics  geo:Australia  geo:NewSouthWales 
10 days ago by owenblacker
An AI Lie Detector Is Going to Start Questioning Travelers in the EU
The virtual border control agent will ask travelers questions after they’ve passed through the checkpoint. Questions include, “What’s in your suitcase?” and “If you open the suitcase and show me what is inside, will it confirm that your answers were true?” according to New Scientist. The system reportedly records travelers’ faces using AI to analyze 38 micro-gestures, scoring each response. The virtual agent is reportedly customized according to the traveler’s gender, ethnicity, and language.

For travelers who pass the test, they will receive a QR code that lets them through the border. If they don’t, the virtual agent will reportedly get more serious, and the traveler will be handed off to a human agent who will asses their report. But, according to the New Scientist, this pilot program won’t, in its current state, prevent anyone’s ability to cross the border.

This is because the program is very much in the experimental phases. In fact, the automated lie-detection system was modeled after another system created by some individuals from iBorderCtrl’s team, but it was only tested on 30 people.
by:MelanieEhrenkranz  from:Gizmodo  biometrics  LieDetector  border  migration  geo:Hungary  geo:Latvia  geo:Greece 
13 days ago by owenblacker
A safer, simpler, more secure way of ID | CLEAR
With CLEAR, your eyes and fingertips get you through security faster at airports and stadiums. CLEAR takes care of identity verification, so you can walk straight up to the security bins without any hassle.
identity  biometrics  airports  travel 
14 days ago by cyberchucktx
An AI Lie Detector Is Going to Start Questioning Travelers in the EU
The virtual border control agent will ask travelers questions after they’ve passed through the checkpoint. Questions include, “What’s in your suitcase?” and “If you open the suitcase and show me what is inside, will it confirm that your answers were true?” according to New Scientist. The system reportedly records travelers’ faces using AI to analyze 38 micro-gestures, scoring each response. The virtual agent is reportedly customized according to the traveler’s gender, ethnicity, and language.
hell  dystopia  tech  borders  biometrics  profiling 
14 days ago by adegru
Twitter
Hey! The Six Flags children’s fingerprinting case under the Illinois privacy law gets a shout out at…
biometrics  from twitter_favs
22 days ago by douglevin

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