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Title: Linkedin - Machine Learning and Artificial Intelligence Security RiskGroup: NOGRPSource: Linkedin
Info Hash
8E79C85312BFCD10422B0C59CDA766C39E8A84BF
Source
Unverified
Total Size
713.32 MB
Total Files
53
Seeders
2
Leechers
0
Health
2.00
Score
4
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url180 B
~Get Your Files Here !/1. Introduction/001. Machine learning security concerns.en.srt1.8 KB
~Get Your Files Here !/1. Introduction/001. Machine learning security concerns.mp416.27 MB
~Get Your Files Here !/1. Introduction/002. What you should know.en.srt602 B
~Get Your Files Here !/1. Introduction/002. What you should know.mp43.59 MB
~Get Your Files Here !/2. Machine Learning Foundations/003. How systems can fail and how to protect th.en.srt4.98 KB
~Get Your Files Here !/2. Machine Learning Foundations/003. How systems can fail and how to protect th.mp440.19 MB
~Get Your Files Here !/2. Machine Learning Foundations/004. Why does ML security matter.en.srt8.93 KB
~Get Your Files Here !/2. Machine Learning Foundations/004. Why does ML security matter.mp468.19 MB
~Get Your Files Here !/2. Machine Learning Foundations/005. Attacks vs. unintentional failure modes.en.srt4.58 KB
~Get Your Files Here !/2. Machine Learning Foundations/005. Attacks vs. unintentional failure modes.mp425.81 MB
~Get Your Files Here !/2. Machine Learning Foundations/006. Security goals for ML CIA.en.srt4.56 KB
~Get Your Files Here !/2. Machine Learning Foundations/006. Security goals for ML CIA.mp432.68 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/007. Perturbation attacks and AUPs.en.srt5.37 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/007. Perturbation attacks and AUPs.mp441.63 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/008. Poisoning attacks.en.srt5.07 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/008. Poisoning attacks.mp427.42 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/009. Reprogramming neural nets.en.srt2.65 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/009. Reprogramming neural nets.mp414.25 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/010. Physical domain (3D adversarial objec.en.srt3.55 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/010. Physical domain (3D adversarial objec.mp430.56 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/011. Supply chain attacks.en.srt4.19 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/011. Supply chain attacks.mp423.29 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/012. Model inversion.en.srt4.7 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/012. Model inversion.mp427.63 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/013. System manipulation.en.srt4.25 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/013. System manipulation.mp436.37 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/014. Membership inference and model steali.en.srt3 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/014. Membership inference and model steali.mp417.65 MB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/015. Backdoors and existing exploits.en.srt3.61 KB
~Get Your Files Here !/3. Intentional Failure Modes Attacks/015. Backdoors and existing exploits.mp420.01 MB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/016. Reward hacking.en.srt3.4 KB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/016. Reward hacking.mp427.2 MB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/017. Side effects in rein.en.srt3.83 KB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/017. Side effects in rein.mp421.57 MB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/018. Distributional shift.en.srt4.46 KB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/018. Distributional shift.mp426.03 MB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/019. Overfitting underfit.en.srt4.17 KB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/019. Overfitting underfit.mp423.8 MB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/020. Data bias considerat.en.srt7.02 KB
~Get Your Files Here !/4. Unintentional Failure Modes Intrinsic Design Flaws/020. Data bias considerat.mp441.53 MB
~Get Your Files Here !/5. Building Resilient ML/021. Effective techniques for building resilience in M.en.srt3.69 KB
~Get Your Files Here !/5. Building Resilient ML/021. Effective techniques for building resilience in M.mp430.12 MB
~Get Your Files Here !/5. Building Resilient ML/022. ML dataset hygiene.en.srt6.79 KB
~Get Your Files Here !/5. Building Resilient ML/022. ML dataset hygiene.mp438.31 MB
~Get Your Files Here !/5. Building Resilient ML/023. ML adversarial training.en.srt6.02 KB
~Get Your Files Here !/5. Building Resilient ML/023. ML adversarial training.mp434.77 MB
~Get Your Files Here !/5. Building Resilient ML/024. ML access control to APIs.en.srt4.07 KB
~Get Your Files Here !/5. Building Resilient ML/024. ML access control to APIs.mp425.31 MB
~Get Your Files Here !/6. Conclusion/025. Next steps.en.srt2.24 KB
~Get Your Files Here !/6. Conclusion/025. Next steps.mp418.99 MB
~Get Your Files Here !/Bonus Resources.txt386 B
~Get Your Files Here !/Ex_Files_ML_and_AI_Security_Risk_Categorizing_Attacks/Exercise Files/References.pdf43.58 KB

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