Privacy Archive - Rock the Prototype - Softwareentwicklung & Prototyping

AI Frameworks

Sascha Block2023-12-16T10:14:26+01:00Tags: Algorithms, Apache MXNet, Automation, Caffe, Cloud services, Data analysis, Deep learning, E-learning, Edge Computing, Ethics, Fast.ai, Fraud detection, Game development, IoT, IT Security, Keras, machine learning, medical diagnostics, Microsoft Cognitive Toolkit (CNTK), Model management, natural language processing, NLP, OpenAI Gym, Privacy, PyTorch, Robotics, Scikit-learn, TensorFlow, Theano|

AI frameworks are collections of software libraries, tools and guidelines that are specifically designed for the development of artificial intelligence (AI) are designed. Such frameworks provide developers with a structured starting point with a powerful AI environmentin which they can develop and implement algorithms for machine learning (ML), deep learning, natural language processing (NLP) and other AI-related technologies. Top 10 AI frameworks, Types of AI frameworks, Technological aspects of AI frameworks Application areas and use cases of AI frameworks

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AI language models

Sascha Block2025-02-05T13:55:57+01:00Tags: AGI, AI ethics, AI for companies, AI Governance, AI in everyday life, AI in research, AI language models, AI Research, AI safety, AI-supported creativity, Alexa, Algorithmic Bias, Artificial intelligence, Attention mechanism, Autoencoding, Autoregressive models, BERT, Bias in AI, bidirectional models, Chatbots, CLIP, Cloud computing, Computational linguistics, Computing power, Conversational AI, DALL-E, Data ethics, Deep learning, DeepMind, digital assistants, Embeddings, Energy-efficient AI, Explainability, Fairness in AI, Few-Shot Learning, Few-Shot Prompting, Fine tuning, GDPR, generative AI, generative language models, GitHub Copilot, GloVe, Google AI, Google Assistant, GPT, GPT-2, GPT-3, GPT-4, GPUs, Hallucinations in AI, Hugging Face, Information retrieval, Interpretability, Knowledge Graphs, Language processing, Large Language Models, LLM, LSTM, machine learning, machine translation, Masked Language Modeling, Meta AI, Model compression, multimodal AI, multimodal models, Named Entity Recognition, natural language processing, neural networks, NLP, Open source AI, OpenAI, OpenAI Codex, Perplexity, Privacy, Prompt Engineering, Prompt Tuning, Regulation, Reinforcement Learning, Responsible AI, Retrieval-Augmented Generation, RNN, Scalability, Self-Attention, Sentiment analysis, Siri, Supervised Learning, synthetic data, T5, Text classification, Text generation, Tokenizer, TPUs, Training data, Transfer Learning, Transformer, Unsupervised Learning, Voice assistants, Word2Vec, Zero-shot learning|

AI language models - what's behind them? Artificial intelligence is changing the way we interact with machines. Language models enable machines not only to understand language, but also to generate meaningful, human-like responses. Find out more now...

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Confidential computing – technological foundations and challenges

Sascha Block2024-05-21T18:30:05+02:00Categories: Cloud Computing & Cloud Technology, Unkategorisiert|Tags: Authentication, Cloud, Cloud services, Cloud services, Cloud technologies, Cloud technology, Confidential cloud computing, Confidential Computing, Design Pattern, Hardware Secure Modules, HSM, IT Security, Privacy, Program Microservice, Secure Enclaves, Software Architecture, Software Design, Software Design, Software development, Trusted Execution Environments|

Confidential computing - this term sounds pompous at first, but it is a decisive factor when it comes to ensuring the security and confidentiality of our data in the cloud. But what exactly do we mean by confidential computing? In this article and our Rock the Prototype podcast episode, we look at various technologies that play a role in the context of confidential computing. I will illustrate how Trusted Execution Environments or Multi-Party Computation, Zero-Knowledge Proofs and other exciting technologies help to create a more secure environment for our data.

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Gemini AI model

Sascha Block2023-12-09T19:11:54+01:00Tags: AI development, AI ethics, AI innovation, AI integration, AI model, AI regulation, AI technology, Artificial intelligence, Audio processing, Code generation, Data security, Deep learning, ethical AI, Gemini, Google DeepMind, Image analysis, Language processing, machine learning, Multimodality, neural networks, Privacy, Reinforcement Learning, Research and development, Supervised Learning, Technology innovation, Text analysis, Unsupervised Learning, Video analysis|

Gemini is an advanced AI language model developed by Google DeepMind. It serves as the successor to the earlier AI models LaMDA and PaLM 2 and was presented by google in December 2023. Gemini is characterized as an AI model by its multimodality, which means that it can process different types of data, including text, images, audio, video and computer source code. What can the gemini AI do? Gemini will be integrated into Google's search engine, the google advertising products and the Chrome browser. Learn all about google AI now...

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Ghostbusters cyber attack – Facebook’s secret war & eavesdropping attacks

Sascha Block2024-03-28T11:39:04+01:00Categories: IT Security|Tags: Authentication, Authentication protocols, Authorization, Cybersecurity, Data security, digital authentication, digital communication, digital identities, digital infrastructures, digital services, Digital transformation, digitalSecurity, DigitalStandards, Digitization, facebook, Freedom of information, IAM, IAM systems, IdentityAccessManagement, Innovation, Interoperability, IT architecture, ITSecurity, networkedSociety, Online communication, Online transactions, OnlineIdent, Privacy, Security, snap chat, Software, Software Architecture, Software development, TechEducation, Trust, Trust models|

Snapchat users eavesdropped on by a man-in-the-middle attack by Facebook - Facebook has probably deliberately bypassed Snapchat encryption. As part of a class action lawsuit against Facebook, documents have now been made public that once again provide explosive material in the Facebook scandal surrounding data protection and data sovereignty. Facebook's action against Snapchat was probably more aggressive than ever thought.

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Identity management and trust models in digital infrastructures

Sascha Block2024-02-01T09:43:03+01:00Categories: IT infrastructure, IT Security|Tags: APIs, Apps, Authentication, Authorization, Base wallet, BMI, BSI, Certifications, Compliance, Confidential Computing, Cyberattacks, digital identities, digital infrastructures, digital twin, Digitization, dynamic partnerships, e-prescription, eAT, eID, eIDAS Regulation, Electronic patient file, electronic prescription, Electronic residence permit, Encryption, ePA, EUdi Wallet, Federal ID card app, Federal Ministry of the Interior, Federal Office for Information Security, Federation, GDPR, General Data Protection Regulation, Identity card, Identity Management, Identity matching, Identity theft, Identity verification, Interoperability, ISO 27010, Multi-factor authentication, NFC, OAuth Framework, OpenID Connect, OpenID Federation, Penetration tests, Privacy, Quality control, Safety modules, Scalability, Security, Security checks, Single Sign-On, Smart eID Act, SmartPhone, Standards, Telematics ID, Telematics infrastructure, Tokenflow, Trust models, Trusted Execution Environment, User control, Vendor Lock-In, Wallet, Web applications|

Identity and access management and trust models in digital infrastructures are the invisible architectures that hold our digitally networked world together. In an era in which our lives increasingly take place online, complex networks interacting with digital identities, protocols and standards form the basic technical infrastructures that we use every day. And in the middle of it all: trust-based identities.

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IT standards – Why interoperability and security are essential

Sascha Block2024-02-24T18:19:09+01:00Categories: Software development|Tags: Agile methods, AI, API, Big Data, Blockchain, BSI, Cloud computing, Coding Standards, Compliance, Continuous Deployment, Continuous Integration, Cybersecurity, Data format, Data transmission, Databases, DevOps, Digital transformation, Digitization, DIN, eIDAS, Encryption, ETSI, IaaS, IEEE, IETF, Interoperability, IoT, ISO Standards, IT Governance, IT infrastructure, IT Management, IT Operations, IT Service Management, IT Standard, IT standards, ITIL, machine learning, Mobile Development, Network Security, Open Source, PaaS, Privacy, Programming languages, Protocols, Quality assurance, RFC, SaaS, Security, Software Architecture, Software development, Software Testing, Standards, System integration, Technology, User Experience, Virtualization, W3C, Web development|

IT standards are the invisible network that ensures security, enables interoperability and holds our digital landscape together. Without IT standards, we would fall back into an era of digital turbulence in which nothing communicates with each other, security gaps are omnipresent and no progress is possible. Today we dive into the world of IT standards - we explore why they are essential, what makes a good standard and how they shape our digital future.

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Natural Language Processing (NLP)

Sascha Block2025-01-24T15:57:08+01:00Tags: AllenNLP, API integration, Artificial intelligence, Attention mechanism, Azure Text Analytics, BERT, Bias reduction, bidirectional models, Chatbot development, Computational linguistics, computational semantics, Constituent parsing, Context-aware models, Contextual embeddings, Conversational AI, Corpus analysis, Data preprocessing, Deep learning, Dependency parsing, Dialog systems, ethical AI, Fairness in AI, Gated Recurrent Unit (GRU), GloVe, Google Cloud NLP, GPT, Handling sensitive data, Hugging Face, IBM Watson, Information retrieval, Language comprehension, Language models, Lemmatization, Long Short-Term Memory (LSTM), machine learning, morphological analysis, Multilingual NLP, Named Entity Recognition (NER), natural language processing, neural networks, NLP, NLTK, NLU (Natural Language Understanding), OpenNLP, Parsing algorithms, Privacy, PyTorch, Question answer, recurrent neural networks (RNN), Self-Attention, semantic analysis, Sentiment analysis, Sentiment classification, Sequence modeling, spaCy, Speech recognition, Speech-to-text, Stemming, syntactic analysis, TensorFlow, Text analysis, Text classification, Text generation, Text mining, Text parsing, Text summary, Text-to-speech, Tokenization, Transformer models, virtual assistants, Word embeddings, Word type tagging, Word2Vec|

Natural Language Processing (NLP) - a highly specialized subfield of artificial intelligence (AI) How do machines understand human language? Natural Language Processing is the key to bridging the gap between humans and machines

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NIS2: Europe’s cyber defense update – What the NIS2 directive means for us

Sascha Block2024-05-08T13:18:51+02:00Categories: IT Security|Tags: BfDI, BMG, BMI, BSI, Compliance, Corporate security, Critical infrastructures, CRITIS, Cyberattacks, Cybercrime, Cybersecurity, Cybersecurity, Data security, Data sovereignty, DataProtection, Digital protection, Digital transformation, DigitalEU, DigitalSovereignty, DigitalTransformation, DigitalWallet, Digitization, eHealth, eIDAS, eIDAS2, EU, EU regulations, EUDI, EUDigital, EUGovernance, EULaw, Future technologies, gematik, GovTech, Identification, Identity management, Identity management, IdentityVerification, Information management, IT architecture, IT security, ITSec, ITSecurity, LegalTech, Network Security, NIS, NIS2, OZG, Politics, Privacy, PrivacyByDesign, Public administration, PublicSector, Reporting obligations, Risk protection, Safety regulations, SmartID, Software development, Software development, TechCompetition, TechTrends, Trust models|

Who is affected by the NIS regulations? The extended scope of the NIS2 Directive. Enter NIS2: A tightening, an expansion, a necessary evolution. The new NIS2 Directive extends the scope, tightens security and reporting obligations and aims to increase Europe's resilience to cyber attacks. From energy suppliers to digital platforms and public administrations - almost no organization is exempt. The transformation from NIS to NIS2 is therefore not just a change of form, but is intended to be a decisive step in the expansion of our digital fortress.

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