COMPUTATIONAL SYSTEM INCLUDING MECHANISMS FOR TRACKING PROPAGATION OF INFORMATION WITH AGING

Patent №

US 7,958,558

Granted

2011-06-07

Filed 2006

Owner

VMWARE, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11559788

Mechanisms have been developed for securing computational systems against certain forms of attack. In particular, it has been discovered that, by maintaining and selectively propagating taint status for storage locations in correspondence with information flows of instructions executed by a computing system, it is possible to provide a security (or other appropriate) response if and when a control transfer (or other restricted use) is attempted based on tainted data. By employing aging in decisions to propagate, it is possible limit overheads associated with such tracking. In some embodiments, a decay oriented metric is applied and further propagation of taints is interrupted once aging reaches a predetermined decay threshold. In some embodiments, more generalized labels may be maintained and selectively propagated based on an aging metric. For example, in some embodiments, labels may be employed to code source designation or classification, aging, popularity/frequency of access or taint.

Machine learningPlanningAI hardwareG06F 21/55G06F 12/1416G06F 21/53G06F 21/552

AI classification

AI hardware1.00
Planning0.77
Machine learning0.56
Vision0.06
Knowledge representation0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

VMWARE, INC.

assignment · 185400870

Assignors

LEAKE, EDWARD N., PIKE, GEOFFREY

On an employer assignment, the assignors are typically the inventors.

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