English中文
将人工智能用起来
2019年6月18-21日
北京,中国

Hacking humans made easy: Signal processing + AI + video

This will be presented in English.

David Maman (Binah)
16:2017:00 Thursday, June 20, 2019
Average rating: *****
(5.00, 1 rating)

您将学到什么 (What you'll learn)

  • Understand why signal processing is critical to maximizing the benefits of data analysis

描述 (Description)

Remote analysis of someone’s health state for potential manipulation has gotten easier. Measuring body language, eye movement, and even pulse is possible—all you need is a video camera and some specialized algorithms. You don’t even need to hijack their phone or security camera at work. You can simply pretend to be taking a selfie when actually recording a video.

David Maman demonstrates the efficacy of signal processing and machine learning using video and remote photo plethysmography (PPG) heart-rate detection and the transformation to heart-rate variability (HRV) to discuss how easy it will be to hack humans. PPG is a noninvasive, low-cost, simple, optical technique that detects blood volume changes in the microvascular bed of tissue. After the recording is complete, the PPG information is transformed into HRV using multiple denoising mechanisms. HRV has been shown to correlate to risk of sudden death from a stroke. The analysis can reveal a plethora of vital information, including cortisol levels (the catabolic stress hormone), cognitive function, insulin sensitivity, visceral fat, aerobic fitness, and indexes of fatigue or overtraining such as inflammatory markers. This, in turn, provides indicators about insulin levels.

By recognizing and leveraging these factors, attacks can occur without any direct physical contact. The possibilities are both obvious and ominous. Someone with high cortisol levels, heart rate, and blood pressure could be submitted to high levels of unattributable stressors. Fatigue, cognitive deficits, and poor fitness levels render openings to hackers in other ways. Direct physical intervention is possible if someone is fatigued and thus easily distracted. A simple drink containing concentrated sugar can put an insulin-sensitive person into a coma. The possibility that you could get “cyberwhacked” is probably already here. All the tools are in place; we just may not know when it happens. After all, if a guy with a heart condition, high blood pressure, inflammatory markers, and a high-stress job just happens to keel over…

Photo of David Maman

David Maman

Binah

David Maman is founder, CEO, and CTO at Binah. A serial entrepreneur, David founded HexaTier/GreenSQL (acquired by Huawei), Precos, Vanadium-soft, GreenCloud, Teridion, Terrasic, and ReSec, among others. Previously, he was a director in Fortinet’s CTO office, where he managed information security at the Israeli telecom Bezeq. He has 24 years’ experience in leadership, AI, cybersecurity, development, and networking and is a veteran of an elite Israel Defense Forces (IDF) unit. He was named one of the top 40 Israeli internet startup professionals by TheMarker Magazine and one of the top 40 under 40 most promising Israeli business professionals by Globes magazine. David holds a master’s degree in computer science from Open University.