PATENT CLAIM ANALYSIS

Application Number: 15939335
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-10
Patent Classification: ["717", "136000"]

Abstract:
A computer implemented method of estimating a similarity of binary records comprising executable code, comprising converting a first binary record and a second binary record to a first intermediate representation (IR) and a second IR respectively, decomposing each of the first IR and the second IR to a plurality of strands which are partial dependent chains of program instructions, calculating a probability score for each of the plurality of strands of the first IR to have an equivalent counterpart in the second IR by comparing each strand of the first IR to one or more strands of the second IR, adjusting the probability score for each strand according to a significance value calculated for each strand and calculating a similarity score defining a functional similarity between the first IR and the second IR by aggregating the adjusted probability score of the plurality of strands.

Claim (Index 8):
The computer implemented method of  claim 1 , wherein said comparing comprising:\n syntactically analyzing each of said plurality of strands of said first intermediate representation and said second intermediate representation after canonicalizing said each strand by optimizing said each strand out of context using a virtual machine language optimizer, and comparing a syntactic equivalence of said each strand of said first intermediate representation to said at least one strand of said second intermediate representation.

Metadata:
- Claim Count in Document: 41.0
- Percentile: 90.0
- Lexical Diversity: 2.35938
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11655170', '14639337', '15939393', '11774904', '11378284']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3121790519177808
- 35 USC 102 Novelty (BERT): 0.4892787610795886
- Combined Prediction Score: 0.3298890228339615
- Mean Citation Score: 139.90651599999998
- Max Citation Score: 143.06314
- Similarity Product: 101.77339988025427

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test