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Checked by:
Category:
Language:
English
Total Size:
713.3 MB
Info Hash:
8E79C85312BFCD10422B0C59CDA766C39E8A84BF
Added By:
Added:
Oct. 24, 2023, 1:18 a.m.
Stats:
|
(Last updated: May 16, 2025, 4:47 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 001. Machine learning security concerns.en.srt | 1.8 KB |
| 001. Machine learning security concerns.mp4 | 16.3 MB |
| 002. What you should know.en.srt | 602 bytes |
| 002. What you should know.mp4 | 3.6 MB |
| 003. How systems can fail and how to protect th.en.srt | 5.0 KB |
| 003. How systems can fail and how to protect th.mp4 | 40.2 MB |
| 004. Why does ML security matter.en.srt | 8.9 KB |
| 004. Why does ML security matter.mp4 | 68.2 MB |
| 005. Attacks vs. unintentional failure modes.en.srt | 4.6 KB |
| 005. Attacks vs. unintentional failure modes.mp4 | 25.8 MB |
| 006. Security goals for ML CIA.en.srt | 4.6 KB |
| 006. Security goals for ML CIA.mp4 | 32.7 MB |
| 007. Perturbation attacks and AUPs.en.srt | 5.4 KB |
| 007. Perturbation attacks and AUPs.mp4 | 41.6 MB |
| 008. Poisoning attacks.en.srt | 5.1 KB |
| 008. Poisoning attacks.mp4 | 27.4 MB |
| 009. Reprogramming neural nets.en.srt | 2.6 KB |
| 009. Reprogramming neural nets.mp4 | 14.2 MB |
| 010. Physical domain (3D adversarial objec.en.srt | 3.6 KB |
| 010. Physical domain (3D adversarial objec.mp4 | 30.6 MB |
| 011. Supply chain attacks.en.srt | 4.2 KB |
| 011. Supply chain attacks.mp4 | 23.3 MB |
| 012. Model inversion.en.srt | 4.7 KB |
| 012. Model inversion.mp4 | 27.6 MB |
| 013. System manipulation.en.srt | 4.2 KB |
| 013. System manipulation.mp4 | 36.4 MB |
| 014. Membership inference and model steali.en.srt | 3.0 KB |
| 014. Membership inference and model steali.mp4 | 17.6 MB |
| 015. Backdoors and existing exploits.en.srt | 3.6 KB |
| 015. Backdoors and existing exploits.mp4 | 20.0 MB |
| 016. Reward hacking.en.srt | 3.4 KB |
| 016. Reward hacking.mp4 | 27.2 MB |
| 017. Side effects in rein.en.srt | 3.8 KB |
| 017. Side effects in rein.mp4 | 21.6 MB |
| 018. Distributional shift.en.srt | 4.5 KB |
| 018. Distributional shift.mp4 | 26.0 MB |
| 019. Overfitting underfit.en.srt | 4.2 KB |
| 019. Overfitting underfit.mp4 | 23.8 MB |
| 020. Data bias considerat.en.srt | 7.0 KB |
| 020. Data bias considerat.mp4 | 41.5 MB |
| 021. Effective techniques for building resilience in M.en.srt | 3.7 KB |
| 021. Effective techniques for building resilience in M.mp4 | 30.1 MB |
| 022. ML dataset hygiene.en.srt | 6.8 KB |
| 022. ML dataset hygiene.mp4 | 38.3 MB |
| 023. ML adversarial training.en.srt | 6.0 KB |
| 023. ML adversarial training.mp4 | 34.8 MB |
| 024. ML access control to APIs.en.srt | 4.1 KB |
| 024. ML access control to APIs.mp4 | 25.3 MB |
| 025. Next steps.en.srt | 2.2 KB |
| 025. Next steps.mp4 | 19.0 MB |
| Bonus Resources.txt | 386 bytes |
| References.pdf | 43.6 KB |
Name
DL
Uploader
Size
S/L
Added
-
360.5 MB
[2
/
1]
2023-10-24
| Uploaded by freecoursewb | Size 360.5 MB | Health [ 2 /1 ] | Added 2023-10-24 |
-
713.3 MB
[3
/
2]
2023-10-24
| Uploaded by freecoursewb | Size 713.3 MB | Health [ 3 /2 ] | Added 2023-10-24 |
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311.0 MB
[11
/
3]
2023-10-23
| Uploaded by freecoursewb | Size 311.0 MB | Health [ 11 /3 ] | Added 2023-10-23 |
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341.7 MB
[14
/
11]
2023-06-01
| Uploaded by freecoursewb | Size 341.7 MB | Health [ 14 /11 ] | Added 2023-06-01 |
NOTE
SOURCE: Linkedin Machine Learning and Artificial Intelligence Security Risk Categorizing Attacks and Failure Modes
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COVER
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MEDIAINFO
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