Model extraction defense using modified variational autoencoder (Record no. 205521)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 00604nam a2200193Ia 4500 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 600 |
| Item number | YAS/M |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gupta, Yash |
| Dates associated with a name | |
| 245 ## - TITLE STATEMENT | |
| Title | Model extraction defense using modified variational autoencoder |
| Remainder of title | |
| Statement of responsibility, etc. | by Yash Gupta; advised by Aditya Kanade and Shirish Shevade |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Bengaluru |
| Name of publisher, distributor, etc. | IISc |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 82p. |
| Other physical details | |
| Dimensions | |
| Accompanying material | |
| 500 ## - GENERAL NOTE | |
| General note | include bibliographical reference and index |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | MS; IISc; 2020 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Variational Autoencoder |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine Learning as a Service |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MLaaS |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | VarDefend |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Maximum Mean Discrepancy (MMD) |
| 720 ## - ADDED ENTRY--UNCONTROLLED NAME | |
| Name | Kanade, Aditya and Shevade, Shirish advised |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Path | https://etd.iisc.ac.in/handle/2005/4430 |
| Electronic name | |
| 919 ## - | |
| -- | 206164 |
| 964 ## - | |
| -- | |
| -- | en |
| -- | |
| -- | |
| -- | e-Thesis |
| -- | https://etd.iisc.ac.in/handle/2005/4430 |
| -- | |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| JRD Tata Memorial Library | JRD Tata Memorial Library | 14/06/2022 | 600 YAS/M | G30458 | Thesis |
