• Background • Software Security: Control-flow Hijack Attack ➢ Memory Layout , Stack frame, & Procedure ➢ Buffer Overflow: Vulnerability, & Defenses ➢ RILC, Return-Oriented Programming ➢ ASLR & CFI • Software Security: Non-control Data Attack ➢ Data Oriented Programming • Summary

1 Introduction 2 AsySVRG 3 SCOPE 4 Conclusion

1 Introduction Problem Definition Existing Methods 2 Isotropic Hashing 3 Supervised Hashing with Latent Factor Model 4 Supervised Multimodal Hashing with SCM 5 Multiple-Bit Quantization Double-Bit Quantization Manhattan Quantization 6 Conclusion 7 Reference

 6.1 Basic Concepts  6.2 Decision Tree Induction  6.3 Bayes Classification Methods  6.4 Rule-Based Classification  6.5 Model Evaluation and Selection  6.6 Techniques to Improve Classification Accuracy

 5.1 Introduction of clustering analysis  5.2 Similarity calculation  5.3 Overview of basic clustering techniques  5.4 Partitioning method  5.5 Hierarchical method  5.6 Clustering based on density and grid  5.7 Clustering based on models  5.8 Outlier analysis

Purpose of Database Systems View of Data Database Languages Relational Databases Database Design Object-based and semistructured databases Data Storage and Querying Transaction Management Database Architecture Database Users and Administrators Overall Structure History of Database Systems

Structure of XML Data XML Document Schema Querying and Transformation Application Program Interfaces to XML Storage of XML Data XML Applications

Complex Data Types and Object Orientation Structured Data Types and Inheritance in SQL Table Inheritance Array and Multiset Types in SQL Object Identity and Reference Types in SQL Implementing O-R Features Persistent Programming Languages Comparison of Object-Oriented and Object-Relational Databases

Temporal Data Spatial and Geographic Databases Multimedia Databases Mobility and Personal Databases

 3.1 Transport-layer services  3.2 Multiplexing and demultiplexing  3.3 Connectionless transport: UDP  3.4 Principles of reliable data transfer  3.5 Connection-oriented transport: TCP  segment structure  reliable data transfer  flow control  connection management  3.6 Principles of congestion control  3.7 TCP congestion control