{"product_id":"machine-learning-deep-learning-and-ai-for-cybersecurity-9783031831560","title":"Machine Learning Deep Learning and AI for Cybersecurity","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eOnline Clustering of Known and Emerging Malware Families.- Applying Word Embeddings and Graph Neural Networks for Effective Malware Classification.- A Comparative Analysis of SHAP and LIME in Detecting Malicious URLs.- Comparing Balancing Techniques for Malware Classification.- Multimodal Deception and Lie Detection Using Linguistic and Acoustic Features, Deep Models, and Large Language Models.- Enhancing Dynamic Keystroke Authentication with GAN-Optimized Deep Learning Classifiers.- Selecting Representative Samples from Malware Datasets.- FLChain: Integration of Federated Learning and Blockchain for Building Unified Models for Privacy Preservation.- On the Steganographic Capacity of Selected Learning Models.- An Empirical Analysis of Federated Learning Models Subject to Label-Flipping Adversarial Attack.- An Empirical Analysis of Hidden Markov Models with Momentum.- Image-Based Malware Classification Using QR and Aztec Codes.- Keystroke Dynamics for User Identification.- Distinguishing Chatbot from Human.- Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network.- Temporal Analysis of Adversarial Attacks in Federated Learning.- Steganographic Capacity of Transformer Models.- Robustness of Selected Learning Models under Label Flipping Attacks.- Effectiveness of Adversarial Benign and Malware Examples in Evasion and Poisoning Attacks.- Quantum Computing Methods for Malware Detection.- Reducing the Surface for Adversarial Attacks in Malware Detectors.- XAI and Android Malware Models.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53516348555607,"sku":"9783031831560","price":123.49,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/machine-learning-deep-learning-and-ai-for-cybersecurity-9783031831560","provider":"Book Curl","version":"1.0","type":"link"}