Rammer - Enabling Holistic Deep Learning Compiler Optimizations with rTasks
Optimizing DNN computation on hardware accelerators through novel abstractions and holistic scheduling, achieving significant performance improvements over existing compilers and libraries.
BadEncoder - Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
Explore backdoor attacks on pre-trained encoders in self-supervised learning, examining vulnerabilities and potential security risks in AI systems.
SwarmFlawFinder - Discovering and Exploiting Logic Flaws of Swarm Algorithms
Explore techniques for identifying and exploiting vulnerabilities in swarm algorithms, enhancing cybersecurity in distributed systems and AI applications.
Adversarial Examples for Proof-of-Learning
Explore adversarial examples in proof-of-learning systems, examining their impact on security and potential countermeasures in this cutting-edge IEEE presentation.
Targeted Adversarial Examples for Black Box Audio Systems
Exploring techniques to generate adversarial examples for audio systems, combining genetic algorithms and gradient estimation to achieve high attack success rates while maintaining audio similarity.
Efficient Evaluation of Activation Functions over Encrypted Data
Explore techniques for approximating activation functions on encrypted data, with applications in secure machine learning for image classification and representation learning.
NEUZZ - Efficient Fuzzing with Neural Program Smoothing
Innovative fuzzing technique using neural networks to approximate program behavior, enabling more efficient bug discovery and higher code coverage in software testing.
AI and Security - Lessons, Challenges, and Future Directions
Explore AI's impact on security, examining key lessons, current challenges, and future trends in this insightful keynote by Dawn Song at IEEE's Deep Learning and Security Workshop.
Security of Multi-Sensor Fusion Based Perception in Autonomous Driving Under Physical-World Attacks
Explore vulnerabilities in autonomous driving perception systems and learn about physical-world attacks on multi-sensor fusion, enhancing your understanding of automotive cybersecurity.
Computer Says No – Künstliche Intelligenz & Herrschaft
Kritische Betrachtung der Auswirkungen künstlicher Intelligenz auf Gesellschaft und Machtstrukturen. Hinterfragt den Fortschrittsglauben und beleuchtet ethische Probleme algorithmischer Entscheidungsfindung.
Do-It-Yourself Heizenergie-Optimierung mit einem Neuronalen Netzwerk
Analyse des Stromverbrauchs für Heizung und Warmwasser mittels neuronaler Netzwerke. Optimierung durch Auswertung von SmartMeter-Daten und Heizungsstatus über 2,5 Jahre.
Frag den Überwachungsstaat
Überblick über Informationsfreiheitsanfragen zu biometrischer Überwachung in Deutschland: Erfolge, Misserfolge und Herausforderungen bei der Transparenz staatlicher Überwachungsmaßnahmen.
Big Tech's 100bn € Delusion with Self-Driving Cars
Kritische Analyse der überzogenen Behauptungen der Selbstfahrautoindustrie. Beleuchtet ethische Dilemmata, technische Herausforderungen und mögliche negative Auswirkungen auf Privatsphäre, Mobilität und Monopolbildung.
Bundesanzeiger Crawling
Kritische Analyse der Privatisierung des Bundesanzeigers und dessen Auswirkungen auf den Zugang zu öffentlichen Finanzdaten. Diskussion rechtlicher und technischer Hürden bei der Datennutzung sowie möglicher Lösungsansätze.
How Corsearch Manages Software Delivery at Scale
Explore how Corsearch scales software delivery using AI and ML-driven technologies to improve developer experiences and increase productivity in this insightful presentation from GOTO Amsterdam 2022.
Serverless Chatbots with Amazon Lex & AWS Lambda
Explore building conversational interfaces using Amazon Lex and AWS Lambda. Learn about chatbot development, natural language processing, and serverless architecture for creating intelligent, interactive applications.
Digital Battery Twin
Explore digital battery twins in e-mobility, leveraging AI and machine learning for continuous improvement and hybrid modeling approaches in the automotive industry.
Machine Learning for Developer Self-Care
Explore how Facebook applies AI and ML to enhance developer productivity, from bug prevention to code reviews. Learn about innovative tools and techniques for efficient software development at scale.
Build Powerful Chatbots with Natural Language Processing
Explore NLP techniques for building domain-specific chatbots. Learn about AI, linguistics, and computer science intersections to process and analyze human languages effectively.
Quarkus Super Fast Java to Enable AI in Enterprise Application
Explore how Quarkus enables Java for AI and cloud applications with low memory footprint and quick boot times, enhancing enterprise development for modern environments.
The Myth of Neutrality - How AI is Widening Social Divides
Explores how AI systems perpetuate and amplify societal biases, examining real-world examples of algorithmic discrimination and discussing potential solutions for building more equitable AI technologies.