XAI

This repository contains all assignments and mini projects which I developed during the course Dependable AI @ IIT Jodhpur taught by Dr Richa Singh

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
Assignment 1 _ Dependable AI.pdf		Assignment 1 _ Dependable AI.pdf
Assignment 2 _ Dependable AI (2).pdf		Assignment 2 _ Dependable AI (2).pdf
Assignment 3 _ DAI .pdf		Assignment 3 _ DAI .pdf
DAI_ASSIGNMENT.pdf		DAI_ASSIGNMENT.pdf
DAI_ASSIGNMENT_1.zip		DAI_ASSIGNMENT_1.zip
DAI_ASSIGNMENT_1_Q1.ipynb		DAI_ASSIGNMENT_1_Q1.ipynb
DAI_ASSIGNMENT_1_Q1.pdf		DAI_ASSIGNMENT_1_Q1.pdf
DAI_ASSIGNMENT_1_Q1.py		DAI_ASSIGNMENT_1_Q1.py
DAI_ASSIGNMENT_1_Q1_REPORT.docx		DAI_ASSIGNMENT_1_Q1_REPORT.docx
DAI_ASSIGNMENT_1_Q2_0to500_MLP.ipynb		DAI_ASSIGNMENT_1_Q2_0to500_MLP.ipynb
DAI_ASSIGNMENT_1_Q2_0to500_SVM.ipynb		DAI_ASSIGNMENT_1_Q2_0to500_SVM.ipynb
DAI_ASSIGNMENT_1_Q2_1500to2000_MLP.ipynb		DAI_ASSIGNMENT_1_Q2_1500to2000_MLP.ipynb
DAI_ASSIGNMENT_1_Q2_1500to2000_with_Shuffle_MLP.ipynb		DAI_ASSIGNMENT_1_Q2_1500to2000_with_Shuffle_MLP.ipynb
DAI_ASSIGNMENT_1_Q2_1500to2000_with_shuffle_SVM.ipynb		DAI_ASSIGNMENT_1_Q2_1500to2000_with_shuffle_SVM.ipynb
DAI_ASSIGNMENT_1_Q2_800to1300_MLP.ipynb		DAI_ASSIGNMENT_1_Q2_800to1300_MLP.ipynb
DAI_ASSIGNMENT_1_Q2_800to1300_SVM.ipynb		DAI_ASSIGNMENT_1_Q2_800to1300_SVM.ipynb
DAI_ASSIGNMENT_1_Q3.ipynb		DAI_ASSIGNMENT_1_Q3.ipynb
DAI_ASSIGNMENT_1_Q3.pdf		DAI_ASSIGNMENT_1_Q3.pdf
DAI_ASSIGNMENT_1_Q3.py		DAI_ASSIGNMENT_1_Q3.py
DAI_ASSIGNMENT_1_Q3_REPORT.docx		DAI_ASSIGNMENT_1_Q3_REPORT.docx
DAI_ASSIGNMENT_1_Q4.zip		DAI_ASSIGNMENT_1_Q4.zip
DAI_ASSIGNMENT_1_Q4_Evaluation.ipynb		DAI_ASSIGNMENT_1_Q4_Evaluation.ipynb
DAI_ASSIGNMENT_1_Q4_REPORT.docx		DAI_ASSIGNMENT_1_Q4_REPORT.docx
DAI_ASSIGNMENT_1_Q4_algorithm_method_Mitigation.ipynb		DAI_ASSIGNMENT_1_Q4_algorithm_method_Mitigation.ipynb
DAI_ASSIGNMENT_1_Q4_data_method_Mitigation.ipynb		DAI_ASSIGNMENT_1_Q4_data_method_Mitigation.ipynb
DAI_ASSIGNMENT_1_REPORT.pdf		DAI_ASSIGNMENT_1_REPORT.pdf
DAI_ASSIGNMENT_2_REPORT.docx		DAI_ASSIGNMENT_2_REPORT.docx
DAI_ASSIGNMENT_2_REPORT.pdf		DAI_ASSIGNMENT_2_REPORT.pdf
DAI_ASSIGNMENT_3.zip		DAI_ASSIGNMENT_3.zip
DAI_ASSIGNMENT_3_Q1.ipynb		DAI_ASSIGNMENT_3_Q1.ipynb
DAI_ASSIGNMENT_3_Q1.pdf		DAI_ASSIGNMENT_3_Q1.pdf
DAI_ASSIGNMENT_3_Q2.ipynb		DAI_ASSIGNMENT_3_Q2.ipynb
DAI_ASSIGNMENT_3_Q2.pdf		DAI_ASSIGNMENT_3_Q2.pdf
DAI_ASSIGNMENT_3_Short_Report.pdf		DAI_ASSIGNMENT_3_Short_Report.pdf
DAI_ASSIGNMENT_3_Tasks.pdf		DAI_ASSIGNMENT_3_Tasks.pdf
DAI_Assignment_2_ATTACKS_DETECTION_MITIGATION.zip		DAI_Assignment_2_ATTACKS_DETECTION_MITIGATION.zip
DAI_REVIEW_ASSIGNMENT.pdf		DAI_REVIEW_ASSIGNMENT.pdf
P20QC001_M20CS055_DAI_ProjectProposal.pdf		P20QC001_M20CS055_DAI_ProjectProposal.pdf
README.md		README.md
TALK REVIEW.pdf		TALK REVIEW.pdf
Threat of Adversarial Attacks on Deep Learning in Computer Vision- A Survey.pdf		Threat of Adversarial Attacks on Deep Learning in Computer Vision- A Survey.pdf
[0][First_training]DAI_ASSIGNMENT_2_Part_A.ipynb		[0][First_training]DAI_ASSIGNMENT_2_Part_A.ipynb
[10]DAI_ASSIGNMENT_2_Part_E_OPA_ATTACK_AND_TRAINING.ipynb		[10]DAI_ASSIGNMENT_2_Part_E_OPA_ATTACK_AND_TRAINING.ipynb
[11]DAI_ASSIGNMENT_2_Part_E(i).ipynb		[11]DAI_ASSIGNMENT_2_Part_E(i).ipynb
[12]DAI_ASSIGNMENT_2_Part_E(ii).ipynb		[12]DAI_ASSIGNMENT_2_Part_E(ii).ipynb
[13]DAI_ASSIGNMENT_2_Part_F.ipynb		[13]DAI_ASSIGNMENT_2_Part_F.ipynb
[1]DAI_ASSIGNMENT_2_Part_B_FGSM_.ipynb		[1]DAI_ASSIGNMENT_2_Part_B_FGSM_.ipynb
[2]DAI_ASSIGNMENT_2_Part_B_FGSM.ipynb		[2]DAI_ASSIGNMENT_2_Part_B_FGSM.ipynb
[3]DAI_ASSIGNMENT_2_Part_B.ipynb		[3]DAI_ASSIGNMENT_2_Part_B.ipynb
[4]DAI_ASSIGNMENT_2_Part_B_FGSM_PGD.ipynb		[4]DAI_ASSIGNMENT_2_Part_B_FGSM_PGD.ipynb
[5]DAI_ASSIGNMENT_2_Part_B_FGSM_PGD_BIM.ipynb		[5]DAI_ASSIGNMENT_2_Part_B_FGSM_PGD_BIM.ipynb
[6]DAI_ASSIGNMENT_2_Part_C_FGSM_PGD_BIM_MIM_SSIM.ipynb		[6]DAI_ASSIGNMENT_2_Part_C_FGSM_PGD_BIM_MIM_SSIM.ipynb
[7]DAI_ASSIGNMENT_2_Part_D_Detection_Measure_1.ipynb		[7]DAI_ASSIGNMENT_2_Part_D_Detection_Measure_1.ipynb
[8]DAI_ASSIGNMENT_2_Part_D_Detection_Measure_2.ipynb		[8]DAI_ASSIGNMENT_2_Part_D_Detection_Measure_2.ipynb
[9]DAI_ASSIGNMENT_2_Part_E_OPA_ATTACK.ipynb		[9]DAI_ASSIGNMENT_2_Part_E_OPA_ATTACK.ipynb
contents.png		contents.png
data_utils.py		data_utils.py
final.pdf		final.pdf
~$I_ASSIGNMENT_1_REPORT.docx		~$I_ASSIGNMENT_1_REPORT.docx

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