Table of Contents: “... -- Black-Box Dissector: Towards Erasing-Based Hard-Label Model Stealing Attack -- Learning Energy-Based Models with Adversarial Training -- Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation -- Revisiting Outer Optimization...”

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Table of Contents: “... of Reactive Plans Using Social Norms -- Self-Learning Governance of Black-Box Multi-Agent Systems -- Computational Theory of Mind for Human-Agent Coordination -- Computational Discovery of Transaction-Based Financial Crime via Grammatical Evolution: The Case...”

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Table of Contents: “... Detection Based on Cascade Deep Learning Method Using Deformed Oriented Bounding Box -- Improving Evolutionary Generative Adversarial Networks -- Natural Language Processing and Data Mining -- Focus-based Text Summarization with Hybrid Embeddings -- An Empirical...”

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Table of Contents: “... of the Impact of White Box Adversarial Attacks in ResNet While Classifying Retinal Fundus Images -- Factors Influencing the Helpfulness of Online Consumer Reviews -- Perspective Review on Deep Learning Models to Medical Image Segmentation -- Real Time Captioning...”

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Table of Contents: “... Lightweight Gateway System Based on White-Box Cryptography -- Symmetric Key Based Scheme for Verification Token Generation in Internet of Things Communication Environment -- Resource Consumption Evaluation of C++ Cryptographic Libraries on Resource-Constrained...”

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Table of Contents: “... There Be Light -- Gold, Diamonds, and Fruit -- Summer in a Box -- Glass Castles -- Petrichor -- Chapter 5: Grass 2.0 -- Green Fields -- The Lava Fields of Iceland -- The Problems With Grass -- Hacking Photosynthesis -- The Martian Mindset -- Part III: Red Meat...”

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Table of Contents: “... an Approach for Analyzing Dynamic Aspects of Bias and Beyond-Accuracy Measures -- A Crowdsourcing Methodology to Measure Algorithmic Bias in Black-box Systems: A Case Study with COVID-related Searches -- The Unfairness of Active Users and Popularity Bias in Point...”

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Table of Contents: “... Extraction from Infrared Aerial Images -- Deep Dynamic-Range Compression of Infrared Video Camera -- Saliency Map-Based Local White-Box Adversarial Attack Against Deep Neural Networks -- Improving Adversarial Attacks With Ensemble-Based Approaches -- Browsing...”

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Table of Contents: “... Using Self-Organizing Maps -- NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival...”

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Table of Contents: “... -- Limitations of the Use of Neural Networks in Black Box Cryptanalysis -- Improved polynomial multiplication algorithms over characteristic three fields and applications to NTRU Prime -- An optimization of Bleichenbacher s Oracle Padding Attack -- UC Analysis...”

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Table of Contents: “... for Majority Group Enhancement of AI Performance -- Studying Bias in GANs through the Lens of Race -- Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness -- Learning to Censor by Noisy Sampling -- An Invisible Black-Box Backdoor Attack...”

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Table of Contents: “... Knowledge Graphs -- Hotspots Recommender: Spatio-temporal Prediction of Ride-hailing and Taxicab Services -- Query Processing & Information Extraction -- Towards a Co-Selection Approach for a Global Explainability of Black Box Machine Learning Models -- A Multi...”

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Table of Contents: “... in Hydraulics, Hydrology and Hydroinformatics -- 3.3   Picking-Up Momentum -- 3.4   The Formative Years -- 3.5   Opening the Black Box -- 3.6   Growing Volumes of Data and Accelerating Computing Power -- 3.7   Recent Examples of AI-Enabled Systems -- 3.7.1...”

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Table of Contents: “... -- Chapter 2: Exploring Data in Power BI -- Chapter 3: Data Preparation -- Part 2: Out-of-the-Box AI Features -- Chapter 4: Forecasting Time-Series Data -- Chapter 5: Detecting Anomalies in Your Data Using Power BI -- Chapter 6: Using Natural Language to Explore...”

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Table of Contents: “... -- RoboCup@Home 2021 Domestic Standard Platform League Winner -- B-Human 2021 - Playing Soccer Out of the Box -- UT Austin Villa: RoboCup 2021 3D Simulation League Competition Champions -- Vision-based Machine Learning in Robot Soccer -- Improving Dribbling...”

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Table of Contents: “... Networks -- Chapter 7. Substitution-Permutation Networks -- Chapter 8. S-Box Design -- Chapter 9. Cryptographic Hashes -- Chapter 10. Asymmetric Algorithms -- Chapter 11. Elliptic Curve Cryptography -- Chapter 12. Random Number Generators -- Chapter 13.SSL/TLS...”

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Table of Contents: “... -- The Black-Box Simplex Architecture for Runtime Assurance of Autonomous CPS -- Case Studies for Computing Density of Reachable States for Safe Autonomous Motion Planning -- Towards Refactoring FRETish Requirements -- Neural Network Compression of ACAS Xu Early...”

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Table of Contents: “..., and Contrastive Learning -- Universal Lesion Detection and Classification using Limited Data and Weakly-Supervised Self-Training -- BoxShrink: From Bounding Boxes to Segmentation Masks -- Multi-Feature Vision Transformer via Self-Supervised Representation Learning...”

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