[ CourseHulu com ] Linkedin - Machine Learning and Artificial Intelligence Security Risk - Categorizing Attacks and F ...


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Torrent File Content (53 files)


[ CourseHulu.com ] Linkedin - Machine Learning and Artificial Intelligence Security Risk - Categorizing Attacks and Failure Modes
     Get Bonus Downloads Here.url -
180 bytes

    ~Get Your Files Here !
          1. Introduction/001. Machine learning security concerns.en.srt -
1.8 KB

          1. Introduction/001. Machine learning security concerns.mp4 -
16.27 MB

          1. Introduction/002. What you should know.en.srt -
602 bytes

          1. Introduction/002. What you should know.mp4 -
3.59 MB

          2. Machine Learning Foundations/003. How systems can fail and how to protect th.en.srt -
4.98 KB

          2. Machine Learning Foundations/003. How systems can fail and how to protect th.mp4 -
40.19 MB

          2. Machine Learning Foundations/004. Why does ML security matter.en.srt -
8.93 KB

          2. Machine Learning Foundations/004. Why does ML security matter.mp4 -
68.19 MB

          2. Machine Learning Foundations/005. Attacks vs. unintentional failure modes.en.srt -
4.58 KB

          2. Machine Learning Foundations/005. Attacks vs. unintentional failure modes.mp4 -
25.81 MB

          2. Machine Learning Foundations/006. Security goals for ML CIA.en.srt -
4.56 KB

          2. Machine Learning Foundations/006. Security goals for ML CIA.mp4 -
32.68 MB

          3. Intentional Failure Modes Attacks/007. Perturbation attacks and AUPs.en.srt -
5.37 KB

          3. Intentional Failure Modes Attacks/007. Perturbation attacks and AUPs.mp4 -
41.63 MB

          3. Intentional Failure Modes Attacks/008. Poisoning attacks.en.srt -
5.07 KB

          3. Intentional Failure Modes Attacks/008. Poisoning attacks.mp4 -
27.42 MB

          3. Intentional Failure Modes Attacks/009. Reprogramming neural nets.en.srt -
2.65 KB

          3. Intentional Failure Modes Attacks/009. Reprogramming neural nets.mp4 -
14.25 MB

          3. Intentional Failure Modes Attacks/010. Physical domain (3D adversarial objec.en.srt -
3.55 KB

          3. Intentional Failure Modes Attacks/010. Physical domain (3D adversarial objec.mp4 -
30.56 MB

          3. Intentional Failure Modes Attacks/011. Supply chain attacks.en.srt -
4.19 KB

          3. Intentional Failure Modes Attacks/011. Supply chain attacks.mp4 -
23.29 MB

          3. Intentional Failure Modes Attacks/012. Model inversion.en.srt -
4.7 KB

          3. Intentional Failure Modes Attacks/012. Model inversion.mp4 -
27.63 MB

          3. Intentional Failure Modes Attacks/013. System manipulation.en.srt -
4.25 KB

          3. Intentional Failure Modes Attacks/013. System manipulation.mp4 -
36.37 MB

          3. Intentional Failure Modes Attacks/014. Membership inference and model steali.en.srt -
3 KB

          3. Intentional Failure Modes Attacks/014. Membership inference and model steali.mp4 -
17.65 MB

          3. Intentional Failure Modes Attacks/015. Backdoors and existing exploits.en.srt -
3.61 KB

          3. Intentional Failure Modes Attacks/015. Backdoors and existing exploits.mp4 -
20.01 MB

          4. Unintentional Failure Modes Intrinsic Design Flaws/016. Reward hacking.en.srt -
3.4 KB

          4. Unintentional Failure Modes Intrinsic Design Flaws/016. Reward hacking.mp4 -
27.2 MB

          4. Unintentional Failure Modes Intrinsic Design Flaws/017. Side effects in rein.en.srt -
3.83 KB

          4. Unintentional Failure Modes Intrinsic Design Flaws/017. Side effects in rein.mp4 -
21.57 MB

          4. Unintentional Failure Modes Intrinsic Design Flaws/018. Distributional shift.en.srt -
4.46 KB

          4. Unintentional Failure Modes Intrinsic Design Flaws/018. Distributional shift.mp4 -
26.03 MB

          4. Unintentional Failure Modes Intrinsic Design Flaws/019. Overfitting underfit.en.srt -
4.17 KB

          4. Unintentional Failure Modes Intrinsic Design Flaws/019. Overfitting underfit.mp4 -
23.8 MB

          4. Unintentional Failure Modes Intrinsic Design Flaws/020. Data bias considerat.en.srt -
7.02 KB

          4. Unintentional Failure Modes Intrinsic Design Flaws/020. Data bias considerat.mp4 -
41.53 MB

          5. Building Resilient ML/021. Effective techniques for building resilience in M.en.srt -
3.69 KB

          5. Building Resilient ML/021. Effective techniques for building resilience in M.mp4 -
30.12 MB

          5. Building Resilient ML/022. ML dataset hygiene.en.srt -
6.79 KB

          5. Building Resilient ML/022. ML dataset hygiene.mp4 -
38.31 MB

          5. Building Resilient ML/023. ML adversarial training.en.srt -
6.02 KB

          5. Building Resilient ML/023. ML adversarial training.mp4 -
34.77 MB

          5. Building Resilient ML/024. ML access control to APIs.en.srt -
4.07 KB

          5. Building Resilient ML/024. ML access control to APIs.mp4 -
25.31 MB

          6. Conclusion/025. Next steps.en.srt -
2.24 KB



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