Unsupervised Learning

Daniel Miessler

Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready for what's coming.

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545 episodes
Updated July 9
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Episodes545

Newest first

May 24, 2019 · 23 min
Unsupervised Learning: No. 178
Trump has semi-banned the use of foreign telecom gear, which is really a direct shot at Huawei and China. more Baltimore’s IT systems are still being held hostage after 2 weeks. Of all the cities in the world that I could imagine this happening to, Baltimore is towards the top of the list. If you don’t have good schools or a good police force, I don’t expect you’d have good IT security hygiene either. more Crime is so bad in Mexico that people buy fake mobile phones so they can give them to muggers instead of their real one. I have to assume this is also happening in Brazil. more This is a stunning audio Deepfake of Joe Rogan doing a few different routines. It sounds exactly like him. Not a little bit. Exactly. Now imagine that for politicians and celebrities, where there is plenty of source material to train from. We’re about to move to a world where you can only trust authenticated voices and personalities, using sources and clients that are trusted to serve you their actual content. Expect a massive industry around serving authentic content and detecting fakes. more Salesforce had to disable access to millions while the fixed an access control issue that allowed open reading of tons of customer data. more Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
May 14, 2019 · 22 min
Unsupervised Learning: No. 177
My Takeaways from the 2019 DBIR Report My Summary The Report The DOJ has unsealed the indictment against those who they believe hacked Anthem in 2015, and they are Chinese Nationals. They didn't reveal the suspected motive, however. But as I wrote about last year, I don't think we need an explanation. I think it's obvious. More An Airbnb host in China has been arrested for watching guests using a hidden camera. More The Mossad has released an interesting challenge in something of a spy CTF style. More Chinese scientists have created a small, portable camera system that uses LIDAR to resolve human features from up to 28 miles away. Good news—it also penetrates smog. More Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
May 4, 2019 · 10 min
Finding Clarity on the Exodus of the New Left
A short essay that attempts to wrap a simple narrative around what's happening with the exodus of the New Left, and what it's doing to the moderate left, center, and right that they left behind. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
May 1, 2019 · 36 min
Unsupervised Learning: No. 175
Deepfakes are about to seriously erode our collective ability to tell truth from fiction, and this is already a big enough problem without them. Think of every problem you care about, and realize this represents an exponent on each one. This video captures it extremely well. Link Slack has warned the world that it's being targeted by Nation State actors. I'm glad they said it, but we already knew that. Think of what an attacker could get if they could access any company's internal Slack communication without being detected. Link Scientists have captured the brain waves of someone hearing speech, run that through an algorithm that created it's own speech from the recordings, and got a 75% recognition rate from humans on that speech. So the algorithm knew what the person heard, and turned that into spoken language that people actually understood. The next step is for the algorithm to know what people thought, instead of heard. In other words, machine learning is taking very close to mind-reading—but we still have potholes and cancer. Link Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Apr 14, 2019 · 1 hr 45 min
A Political Discussion with Jeremiah Grossman
Today's standalone episode of Unsupervised Learning is a political conversation with Jeremiah Grossman, who many of you will know as the founder of Whitehat Security, current CEO of BitDiscovery, Jujitsu Blackbelt, and all-around great individual. In this episode, however, we’re not going to be talking about Information Security, but Politics. We have remarkably different and similar views on politics, which we’ve been discussing in private for years, and we thought now was the perfect time to show that it’s possible to disagree with someone, respect them, and have a conversation about those disagreements in a positive and useful way. This is the first experiment of this kind on Unsupervised Learning, and I’m quite pleased with how it turned out. So with that, Here’s Jeremiah Grossman. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Apr 14, 2019 · 24 min
Unsupervised Learning: No. 173
Amazon has many thousands of people doing quality control on Alexa, meaning that they're listening to incoming audio captured on Echo devices. This shouldn't be surprising. The question is how they're doing it, and what policies they have around privacy when doing so. I don't personally see a major problem here. But at the same time I'd never put a Facebook device in my home. To me it's more about the company and its incentives than anything else. Link A number of FBI-affiliated websites were hacked, and information on thousands of federal agents and law enforcement officers are now being sold online. Link Chinese schools are using facial recognition on students, and using ML to determine whether or not they're currently paying attention, distracted, etc. Link Sift is a service that builds a risk profile on you so merchants can determine whether you're a benign actor or someone about to commit fraud. I think people need to accept that continuous risk scoring for people and situations is both inevitable and actually already happening. The moment you try to block bad actors by looking at their behavior, you quickly end up with a score that determines action based on various thresholds. And the moment you do it for bad actors, you're kind of implicitly doing it for good actors as well. There are better and worse ways to approach this, but profile scoring is not something we're going to be able to avoid going forward. Let's accept this reality and start having the conversations about how to make (and keep) this functionality as benign as possible. Link A Dutch F-16 was damaged by rounds from its own 20MM cannon. So it fired bullets, and then flew into them. Life is awesome. Link Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Apr 1, 2019 · 19 min
Unsupervised Learning: No. 171
Mastercard is looking to create a Digital ID service that can bind your digital presence to your mobile device, which will be able to verify you to various services. Palantir has won an $800 million contract to build the next combat intelligence system (to replace DCGS-A) for the Army. Putin appears to be causing brain drain in Russia. Dropbox has an interesting proposal for improving vendor security assessments. TL;DR: They turned their requirements into contractual points. LOVE IT. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Mar 18, 2019 · 18 min
Unsupervised Learning: No. 169
Multiple governments have now blacklisted Huawei, which Huawei seems very confused by. The best explanation I've heard so far about why this move makes sense for western countries came from Rob Joyce of NSA. He basically said that just like Kaspersky in Russia, the reason you can't trust Huawei is that it's a Chinese company, and even if they're not already infiltrated by the Chinese government, they can be at any moment without anyone knowing that it happened. And there's nothing Huawei or anyone else could do to stop it. Strong argument. Link 2/3 of Android antivirus apps are hot garbage. Gasp. Link DARPA is building an open-source, secure voting system. That's their goal, anyway. I'm skeptical of being able to build truly secure systems, but I have lots of confidence in DARPA, and I also know the bar for improvement over the current state is quite low. So, yeah, go forth and prosper. Link The RAND Think Tank conducts wargames between the U.S. and its potential enemies, such as Russia and China, and one analyst said that we keep losing. The issue seems to be that our key advantages can be neutralized rather easily, and it'd take a lot of money to fix the biggest issues. Link Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Mar 3, 2019 · 34 min
Unsupervised Learning: No. 167
This is a description of cyberwar that sounds quite realistic to me, and it's based around the thousand-cuts idea. Ring Doorbells have a vulnerability that allows one to capture clear-text videos and other data from the cameras if you can get on the wireless network that the camera is using. An independent security researcher found the Dow Jones Watchlist database sitting open on the internet. Schneier talks here about how easy it is to influence people in sensitive positions, similar to my post on China building a database on us.… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Feb 21, 2019 · 23 min
Unsupervised Learning: No. 165
OpenAI text spoofing, Twitter DMs, Chinese tracking database, Ponemon Cyber Risk Score, Technology News, Human News, Ideas Trends & Analysis, Discovery, Recommendations, and the Weekly Aphorism… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Feb 4, 2019 · 16 min
Unsupervised Learning: No. 163
My takeaways from ENIGMA 2019—one of my two favorite conferences in the world. The US has charged Huawei with stealing trade secrets, money laundering, and fraud. This escalates the already tense situation with China on a number of fronts. An engineer does a Twitter thread on AI-created videos on YouTube. He describes how they are created, promoted, and selected for display in recommendations. Fascinating read. This is a video of thieves scanning a BMW key fob through the wall of the owner's house, and driving away in their car. It could be that proximity-based security devices might need a trigger event (from the owner) before becoming active, like for mobile payments. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Jan 7, 2019 · 14 min
An Overview of the OWASP IoT Top 10 for 2018
We just released the 2018 version of the OWASP Internet of Things Top 10, and in this episode I talk you through the list and give the philosophy, methodology, and next steps for the project. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Jan 7, 2019 · 28 min
Unsupervised Learning: No. 159
German politicians hacked, NSA's new RE tool, Weather Channel tracking, sick TSA agents, Facebook dust tracking, Technology News, Human News, Ideas, Discovery, Recommendations, and the weekly Aphorism… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Dec 11, 2018 · 16 min
Unsupervised Learning: No. 155
Google+ breach, Android flaws, China's long game against the US, Australia's encryption blunder, NYPD drones, and more… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Nov 26, 2018 · 14 min
Unsupervised Learning: No. 153
Ukraine malware, China's Black Mirror, DARPA's Mosaic, FBI trolling, Silicon Valley jobs, Technology News, Human News, Ideas, Trends, & Analysis, Discovery, Notes, Recommendations, and the weekly Aphorism! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Oct 25, 2018 · 12 min
Unsupervised Learning: No. 147
OWASP IoT Top 10 Draft, Facebook compromise, Fornite cheating, Pentagon weapons, spam calls, technology news, human news, ideas, discovery, recommendation, and the weekly aphorism… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Sep 4, 2018 · 58 min
Unsupervised Learning: No. 141
AMA Summer 2018, Security News, Technology News, Human News, Ideas, Discovery, and the weekly Recommendation and Aphorism… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Aug 20, 2018 · 17 min
Unsupervised Learning: No. 139
TLS 1.3, BurpSuite Improvements, Google Ad Database, Russian Attack Sattelites, Amazon Theaters, Google AI Cooling, Wheat Genome, Giant Magellan Telescope, Carb Ratios, Leg Exercise and Cognitive Health, Ideas, Discovery, Notes, Recommendations, and the weekly Aphorism… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Jul 22, 2018 · 27 min
Unsupervised Learning: No. 135
GRU ATT&CK analysis, Assange to the UK, Cisco backdoors, DARPA electronics, faces from genomes, viz.ai, open plans are bad, Best Buy consulting, ultrasound vs. dementia, 4 day work weeks, ideas, recommendations, and the aphorism of the week! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
Jul 11, 2018 · 34 min
Unsupervised Learning: No. 133
Twitter deleting accounts, deepfakes, location leaks, Rekognition, bio databases, juggalo makeup, iOS 12 security, Siri upgrades, and more… Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.