Linkedin - Machine Learning and Artificial Intelligence Security Risk - Categorizing Attacks and Failure Modes

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Added 4 years ago by freecoursewb in Other
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Linkedin - Machine Learning and Artificial Intelligence Security Risk - Categorizing Attacks and Failure Modes

Torrent Contents Size: 713.3 MB

Linkedin - Machine Learning and Artificial Intelligence Security Risk - Categorizing Attacks and Failure Modes
▼ show more 38 files
001. Machine learning security concerns.en.srt
SRT
1.8 KB
001. Machine learning security concerns.mp4
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16.3 MB
002. What you should know.en.srt
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614.4 B
002. What you should know.mp4
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3.6 MB
003. How systems can fail and how to protect th.en.srt
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5 KB
003. How systems can fail and how to protect th.mp4
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40.2 MB
004. Why does ML security matter.en.srt
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8.9 KB
004. Why does ML security matter.mp4
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68.2 MB
005. Attacks vs. unintentional failure modes.en.srt
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4.6 KB
005. Attacks vs. unintentional failure modes.mp4
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25.8 MB
006. Security goals for ML CIA.en.srt
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4.6 KB
006. Security goals for ML CIA.mp4
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32.7 MB
007. Perturbation attacks and AUPs.en.srt
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5.4 KB
007. Perturbation attacks and AUPs.mp4
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41.6 MB
008. Poisoning attacks.en.srt
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5.1 KB
008. Poisoning attacks.mp4
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27.4 MB
009. Reprogramming neural nets.en.srt
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2.6 KB
009. Reprogramming neural nets.mp4
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14.2 MB
010. Physical domain (3D adversarial objec.en.srt
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3.6 KB
010. Physical domain (3D adversarial objec.mp4
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30.6 MB
011. Supply chain attacks.en.srt
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4.2 KB
011. Supply chain attacks.mp4
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23.3 MB
012. Model inversion.en.srt
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4.7 KB
012. Model inversion.mp4
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27.6 MB
013. System manipulation.en.srt
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4.2 KB
013. System manipulation.mp4
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36.4 MB
014. Membership inference and model steali.en.srt
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3 KB
014. Membership inference and model steali.mp4
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17.6 MB
015. Backdoors and existing exploits.en.srt
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3.6 KB
015. Backdoors and existing exploits.mp4
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20 MB
016. Reward hacking.en.srt
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3.4 KB
016. Reward hacking.mp4
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27.2 MB
017. Side effects in rein.en.srt
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3.8 KB
017. Side effects in rein.mp4
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21.6 MB
018. Distributional shift.en.srt
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4.5 KB
018. Distributional shift.mp4
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26 MB
019. Overfitting underfit.en.srt
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4.2 KB
019. Overfitting underfit.mp4
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23.8 MB
020. Data bias considerat.en.srt
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7 KB
020. Data bias considerat.mp4
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41.5 MB
021. Effective techniques for building resilience in M.en.srt
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3.7 KB
021. Effective techniques for building resilience in M.mp4
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30.1 MB
022. ML dataset hygiene.en.srt
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6.8 KB
022. ML dataset hygiene.mp4
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38.3 MB
023. ML adversarial training.en.srt
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6 KB
023. ML adversarial training.mp4
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34.8 MB
024. ML access control to APIs.en.srt
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4.1 KB
024. ML access control to APIs.mp4
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25.3 MB
025. Next steps.en.srt
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2.2 KB
025. Next steps.mp4
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19 MB
Bonus Resources.txt
TXT
409.6 B
Get Bonus Downloads Here.url
URL
204.8 B
References.pdf
PDF
43.6 KB

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