Runtime Malware Detection Using Hardware Features (Record no. 237115)
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| 000 -LEADER | |
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| fixed length control field | 01325nam a2200121Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 231221s9999 xx 000 0 und d |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sanjith, S. |
| 245 #0 - TITLE STATEMENT | |
| Title | Runtime Malware Detection Using Hardware Features |
| Remainder of title | Sivaraman, E. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | Jan-May 2019 |
| Name of publisher, distributor, etc. | PES University |
| Place of publication, distribution, etc. | Bengaluru |
| 510 ## - CITATION/REFERENCES NOTE | |
| Name of source | The low-level micro architectural malware prediction methods have shown good results in finding the viruses than the earlier software-based techniques. But these methods have failed to make an impact on the false detection rates which affect the precision of the detection scheme largely. When a person installs an application from a third-party website like filehippo.com or download.com, these methods tend to ignore significant attributes of an application like checksum, signature of the app creator that in turn makes an impact on the precision of the prediction methods due to more false prediction rates. In order to achieve a lesser false alarm rates, the impact made on the hardware features by the applications are tracked and the basic ML classifiers are trained and their efficiency is boosted using ensemble methods and a clear performance optimization of the ML classifiers using minimal number of HPCs is represented, thereby, minimizing the required number of runs for which |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Compact Disks |
| Date last seen | Total checkouts | Accession number | Price effective from | Category | Lost status | Damaged status | Withdrawn status | Home library | Current library | Entry date | Grants | Currency symbol | Conversion rate | Discount |
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| 26/01/2024 | CD7242 | 26/01/2024 | Compact Disks | Central Library | Central Library | CS/PG | RS | 1 |