Audio Classification with Machine Learning
Learn practical techniques for audio classification using machine learning, including spectrograms, CNNs, and transfer learning. Explore applications in speech, music, medical diagnostics, and more using Keras and TensorFlow.
Optimizing Embedded Hard Real-Time Code in C++
Techniques for optimizing C++ in embedded hard real-time systems, improving performance without hardware changes. Explores efficient coding practices and C++ facilities for faster execution and better maintainability.
Why I Changed My Mind About Nuclear Power
Environmentalist Michael Shellenberger explains his shift from opposing to supporting nuclear power, challenging common misconceptions and presenting it as a key solution for clean energy and environmental progress.
4G to 5G - New Attacks
Explores vulnerabilities in 5G/4G protocols affecting network operators and consumer devices. Demonstrates new hijacking, bidding down, and battery draining attacks using low-cost tools. Discusses worldwide testing results and potential fixes.
Abusing Over-The-Air Client Provisioning
Uncovers vulnerabilities in major phone brands' network settings, allowing attackers to manipulate user data. Demonstrates attack flows and discusses vendor mitigations for these security risks.
How to Hack Radios - RF Physical Layers
Hands-on workshop exploring Software Defined Radio for reverse engineering wireless protocols in IoT devices. Learn digital radio fundamentals and practical techniques to examine proprietary modulations.
A Hands On Introduction To Software Defined Radio - Workshop
Hands-on workshop introducing Software Defined Radio using affordable devices. Learn radio concepts, SDR, and GNU Radio through guided exercises. Ideal for beginners interested in exploring this fascinating technology.
Even More Tamagotchis Were Harmed in the Making of This Presentation
Explore Tamagotchi hacking techniques, code execution, and microcontroller internals. Uncover virtual pet secrets and discover innovative projects using modified Tamagotchis in this engaging presentation.
Fault Tree Analysis Applied to Apache Kafka
Explore fault tree analysis techniques to enhance Apache Kafka cluster resilience, drawing insights from Lyft's experience in bulletproofing their deployments.
How Robots Will Invade Our Lives
Explore the future of robotics and their integration into daily life, from toys to household tasks and beyond, as envisioned by roboticist Rodney Brooks.
Cloning Credit Cards - A Combined Pre-play and Downgrade Attack on EMV Contactless
Reveals a novel attack on EMV contactless payment cards, allowing creation of functional clones with pre-played authorization codes for unauthorized transactions at any EMV contactless terminal.
A Wireless Journeyman’s Experience in Practical SIGINT
Explore building a home SIGINT platform, contributing to FOSS software like Kismet, and creating new hardware for signal capture. Learn from a threat intelligence expert's experiences and practical demonstrations.
Extracting an ELF From an ESP32
Detailed exploration of extracting ELF files from ESP32 firmware images, covering binary format analysis, conversion processes, and tools for reverse engineering IoT device firmware.
Ground Truth - 18 Vendors, 6000 Firmware Images, 2.7 Million Binaries, and a Flaw in the Linux-MIPS Stack
Presentation of data from analysis of 6000+ firmware images, revealing trends in software hardening and a critical flaw in Linux/MIPS stack affecting security across embedded devices.
Meatbag Systems - How Our Reliability Culture & Practice Evolved over Time
Exploring the evolution of reliability culture through major incidents, emphasizing the human aspect in maintaining production systems and aligning reliability with customer value.
Reliable Data Processing with Minimal Toil
Explore strategies for safer, automated batch job processing across millions of users, featuring insights from Google and Slack on canarying, rollouts, and validations.
SIGINT on a Budget - Listening in, Gathering Data and Watching for Less Than $100
Building a robust SIGINT platform using affordable hardware like Raspberry Pi to capture, demodulate, and analyze radio signals across various frequencies, with practical applications and insights from data collected in Manhattan.
AFL-Unicorn - Fuzzing the 'Unfuzzable'
Explore afl-unicorn, a tool bridging manual research and AFL's automation for vulnerability discovery in complex systems, with practical workflow insights for various targets.
So You Want to Hack Radios
Explore radio hacking techniques and insights from experts Marc Newlin and Matt Knight in this Shmoocon 2017 presentation, covering essential concepts for aspiring radio hackers.
Plug-in Electric Vehicle Fingerprinting
Explore techniques for identifying and analyzing plug-in electric vehicles through unique electrical signatures, enhancing security and energy management in smart grid systems.
Cyborg Self Hacking
Explore cyborg self-hacking techniques, including implant parts, noise simulation, reverse engineering, and decoding methods. Learn about RTLSDR, waterfall diagrams, and oscilloscopes in this technical presentation.