Tag: artificial intelligence
Artificial Intelligence, ChatGPT and Language Models, Cloud Technologies, DevOps, Rich Media Systems, Scalable Systems, Student Projects, System ArchitectureHow to (not) get rich using TikTok and AWS
In our Software Development for Cloud Computing course, we were tasked with building something, anything, using the cloud. After various discarded ideas, our team decided to create a platform aimed at automatically generating short-form videos. In this blog post, we will go over our development journey, the architectural decisions we made, the technologies we chose…
Transforming IT Operations: Is AIOps the Future of Enterprise IT?
Now more than ever, enterprises are always on the lookout for new ways to implement artificial intelligence algorithms across various sectors as they strive to remain competitive. AI is changing the way businesses operate, from automating routine tasks to making data-driven decisions like in the example of the Digital Twin. On the other hand, the…
The Dark Side of AI – Part 2: Adversarial Attacks
Find out how AI may become an attack vector! Could an attacker use your models against your? Also, what’s the worst that could happen? Welcome to the domain of adversarial AI!
About the Robustness of Machine Learning
In the past couple of years research in the field of machine learning (ML) has made huge progress which resulted in applications like automated translation, practical speech recognition for smart assistants, useful robots, self-driving cars and lots of others. But so far we only have reached the point where ML works, but may easily be…
Large Scale Deployment for Deep Learning Models with TensorFlow Serving
Introduction “How do you turn a trained model into a product, that will bring value to your enterprise?” In recent years, serving has become a hot topic in machine learning. With the ongoing success of deep neural networks, there is a growing demand for solutions that address the increasing complexity of inference at scale. This…
Improved Vulnerability Detection using Deep Representation Learning
Today’s software is more vulnerable to cyber attacks than ever before. The number of recorded vulnerabilities has almost constantly increased since the early 90s. The advantage of Deep Learning algorithms is that they can learn vulnerability patterns on their own and achieve a much better vulnerability detection performance. In this Blog-Post, I will present a…
Why AI is a Threat for our Digital Security
Artificial intelligence has a great potential to improve many areas of our lives in the future. But what happens when these AI technologies are used maliciously? Sure, a big topic may be autonomous weapons or so called “killer robots”. But beside our physical security – what about our digital one? How the malicious use of…
AIRA Voice Assistant – A proof of Concept in virtual reality
Motivation As part of the lecture “Software Development for Cloud Computing” we were looking for a solution, how a user can get basic assistance within our existing virtual reality game AIRA. The primary objective was a maximum of user-friendliness, while avoiding an interruption of the immersive gaming experience. It is also important to keep in…
VVS-Delay – AI in the Cloud
Introduction Howdy, Geeks! Ever frustrated by public transportation around Stuttgart? Managed to get up early just to find out your train to university or work is delayed… again? Yeah, we all know that! We wondered if we could get around this issue by connecting our alarm clock to some algorithms. So we would never ever…
FOOLING THE INTELLIGENCE
Adversarial machine learning and its dangers The world is led by machines, humans are subjected to the robot’s rule. Omniscient computer systems hold the control of the world. The newest technology has outpaced human knowledge, while the mankind is powerless in the face of the stronger, faster, better and almighty cyborgs. Such dystopian visions of…
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