Unsupervised Learning

In this conversation, I speak with Shiladitya Sircar, Senior VP of Product Engineering and Data Science at BlackBerry.

We talk about:

The Rise of Deepfakes and Cyber Threats
Innovation Meets Malicious Intent: Deepfakes are not just a tech novelty; they’re a growing threat. From text-based phishing to hyper-realistic fake videos and audio, the landscape of cyber threats is evolving rapidly. Deepfake technology can clone voices, making it easier for cybercriminals to impersonate individuals and bypass security measures.

Understanding Identity Compromise
Voice Cloning Dangers: Our brains are wired to trust familiar voices, making voice cloning particularly insidious. We share a chilling story about a cybercriminal impersonating Ferrari’s CEO. The attacker’s deepfake was so convincing that it almost led to a major scam.

The Impact on Trust
Eroding Trust in Systems: Deepfakes can undermine trust in institutions and systems, much like traditional scams but with a high-tech twist. Beyond individual attacks, deepfakes can manipulate public opinion and even influence elections. Organizations need to train employees to spot deepfakes, and there’s a pressing need for laws that specifically address deepfakes and identity spoofing.

And more

Intro (00:00:00)
Main Cyber Threats from Deepfakes (00:00:56)
Identity Compromise Explained (00:02:47)
Impact of Deepfakes on Trust (00:06:23)
Deepfakes in Attack Chains (00:08:15)
Case Studies of Deepfake Attacks (00:09:41)
Emerging Threat Landscape (00:13:56)
Defending Against Deepfake Attacks (00:15:07)
Regulatory Frameworks Needed (00:16:28)
The Role of Education and Technology (00:18:57)
Future of Content Authenticity (00:20:53)
Legislation and Authenticity Mechanisms (00:22:04)
Real-Time Deepfake Validation (00:23:18)
Government and Industry Partnership (00:24:07)
Media Forensic Research (00:24:23)
Zero Knowledge Proofs (00:25:36)
Content Provenance and Authenticity (00:26:52)
Trust Network Expansion (00:28:00)
Puppeteering Technology (00:29:20)
Stream Authentication Challenges (00:30:21)
Hardware-Level Trust (00:32:00)
Fragmentation in Standards (00:32:29)
Trust in Communication Protocols (00:33:51)
Collaboration for Solutions (00:35:22)
Apple's Unique Position (00:36:47)
Erosion of Trust (00:37:31)
AI Agents for Detection (00:38:11)
Short-term and Long-term Solutions (00:38:45)
Awareness and Education (00:41:23)
Predictions for Deepfake Technology (00:41:48)
Community Action Against Deepfakes (00:43:09)
Learning More About BlackBerry's Work (00:43:29)

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KnowBe4 accidentally hired a North Korean state actor who tried to install info-stealing malware on their devices. They caught it in time, but it shows how good North Korean hackers are at pretending to be IT staff. | Bill Toulas | MORE

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This reminds me of a very similar lesson I learned when hiring in cybersecurity over 20 years: exposing people to training and encouragement makes the stars stand out, but it doesn’t turn everyone into stars.

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The idea that Universal Basic Income (UBI) reduces the need to work isn't new, but recent studies show it doesn't lead to better jobs or more education. Instead, people just work less. | by Alex Howlett | MORE

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Becoming Attention, Weighting on OpenAI, Ozempic and Aging?, and more...

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Google is slowly getting rid of all the best things it has.

The main thing Google is growing is its graveyard.

Such a colossal waste of money and talent. Their failures should be studied for centuries as an example of what happens when you don’t lead with UX-focused product management, rather than “throw shit at wall”-focused engineering.

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China is installing record amounts of solar and wind energy, adding 10 gigawatts of wind and solar capacity every two weeks, which is like building five large nuclear power plants weekly.

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A new study shows that while generative AI like ChatGPT makes individual stories more creative and engaging, it also makes them more similar to each other. | by Ben Dickson | MORE

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Stopping Chinese AI/Robot imports, Substrate for political platforms, sun vs. smoking, and more...

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