—— SOLUTIONS —— 1. a. Give a brief definition of each of the following terms: i. Minimum Error Rate classifier ii. Minimum Loss classifier i) Minimum Error Rate classifier: a classifier that minimises the number Copyright By PowCoder代写 加微信 powcoder of misclassified exemplars ii) Minimum Loss classifier: a classifier that minimises the costs associated with […]
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QUIZ QUIZ 04 Cryptography/ Information Gathering Recap Key terms (Symmatric) Key Terms ( Asymmetric) Also called “Public-key cryptography” One-way-function (trapdoor) Easy to perform in one way but not the opposite Measure by big O notation, it must be quadratic O(n2) or above Factoring a number is consider ‘hard’ RSA (Rivest–Shamir–Adleman) First (and standard) asymmetric crypto-system
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Temporal Difference Methods for Prediction Rupam Mahmood February 24, 2020 R&L AI Prediction as estimating value functions Predictions are building blocks for many control methods The usefulness of predictions goes beyond control Forming a predictive question: How many times will you get honked at today? (Pseudo-) reward: +1 for each honk Termination of episode: end
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QUIZ 06 QUIZ 06 Password Cracking Recap NMAP is one of the tools to perform active scanning Supported Scanning Mode: -sS : TCP SYN scan – do not complete 3-way handshake -sT TCP Connect – completes 3-way handshake -sF, -sN, -sX : Malformed TCP scan -sP : ICMP ping only -sU: UDP -sO: IP protocol
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Temporal Difference Methods for Prediction Rupam Mahmood February 24, 2020 R&L AI Prediction as estimating value functions Predictions are building blocks for many control methods The usefulness of predictions goes beyond control Forming a predictive question: How many times will you get honked at today? (Pseudo-) reward: +1 for each honk Termination of episode: end
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Ethical Hacking Ethical Hacking Cryptography Key terms Cryptography Symmetric – Same key to decrypt and encrypt Asymmetric – different key ( in pairs) Classic cipher – typically can be resolved without computer, otherwise called modern Plaintext – text before encryption Ciphertext – text after encryption Key – secret string use to perform encryption/decryption operation Cryptanalysis
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Temporal Difference Methods for Control Rupam Mahmood March 2, 2020 R&L AI Difference between prediction and control in pseudocode tabular TD(0) for qπ: Q(St, At) ← Q(St, At) + α [Rt+1 + γQ(St+1, At+1) − Q(St, At)] 130 Chapter 6: Temporal-Di↵erence Learning Sarsa (on-policy TD control) for estimating Q ⇡ q⇤ Algorithm parameters: step size
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Temporal Difference Methods for Control Rupam Mahmood March 2, 2020 R&L AI Difference between prediction and control in pseudocode tabular TD(0) for qπ: Q(St, At) ← Q(St, At) + α [Rt+1 + γQ(St+1, At+1) − Q(St, At)] 130 Chapter 6: Temporal-Di↵erence Learning Sarsa (on-policy TD control) for estimating Q ⇡ q⇤ Algorithm parameters: step size
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QUIZ 03 QUIZ 03 Say it if you know it CVSS Temporal Exploit Code Maturity Exploit code maturity answers the question, “Is this exploit being used in the wild?” Many exploits are only theoretical in nature, and never actually get exploited by adversaries. Others get exploited, but code to operationalize those exploits never gets widely distributed,
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CMPUT397 Winter 2021 Midterm2 导师:Baihong Qi 课程大纲 Policy iteration& Value Iteration Probabilities & Expectations Sample Midterm Previous Exam Value Iteration vs Policy Iteration Key points: 1.Policy iteration includes: policy evaluation + policy improvement, and the two are repeated iteratively until policy converges. 2.Value iteration includes: finding optimal value function + one policy extraction. There is
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