Office Action Predictor
Last updated: April 17, 2026
Application No. 18/669,487

FIRMWARE VERIFICATION USING PARITY INFORMATION

Non-Final OA §103
Filed
May 20, 2024
Examiner
GUNDRY, STEPHEN T
Art Unit
2435
Tech Center
2400 — Computer Networks
Assignee
micron technology Inc.
OA Round
1 (Non-Final)
92%
Grant Probability
Favorable
1-2
OA Rounds
2y 2m
To Grant
99%
With Interview

Examiner Intelligence

Grants 92% — above average
92%
Career Allow Rate
540 granted / 587 resolved
+34.0% vs TC avg
Moderate +8% lift
Without
With
+8.5%
Interview Lift
resolved cases with interview
Typical timeline
2y 2m
Avg Prosecution
23 currently pending
Career history
610
Total Applications
across all art units

Statute-Specific Performance

§101
14.1%
-25.9% vs TC avg
§103
41.7%
+1.7% vs TC avg
§102
7.3%
-32.7% vs TC avg
§112
16.0%
-24.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 587 resolved cases

Office Action

§103
DETAILED ACTION This office action is in response to the application filed on 5/20/2024. Claim(s) 1-20 is/are pending and are examined. Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Priority/Benefit Applicant’s priority claim is hereby acknowledged of PRO 63/503,651 05/22/2023, which papers have been placed of record in the file. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102 of this title, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-3, 8-10 and 15-16 is/are rejected under 35 U.S.C. 103 as being unpatentable over Radovanovic (US 2025/0291739 A1), in view of Smith (US 2011/0004807 A1). Regarding claims 1, 8 and 15, Radovanovic teaches: “A method (Radovanovic, ¶ 32, 35 and 48 teaches implementation with a processor, memory and medium) comprising: reading a firmware image from a memory device (Radovanovic, Figs. 2, 4, ¶ 23-25 and 30, the additional firmware stored on NVM 250 is read); aggregating data for the firmware image (Radovanovic, ¶ 24 the security firmware version information for additional firmware is read); receiving a first authentication code associated with the firmware image (Radovanovic, Figs. 2, 4, ¶ 23-25 and 30, the hash values are compared to determine if they match); computing a second authentication code by performing a cryptographic operation (Radovanovic, Figs. 2, 4, ¶ 16, 20, 23-25 and 30, teaches computing a cryptographic hash on the firmware image); determining the first authentication code and the second authentication code match (Radovanovic, Figs. 2, 4, ¶ 23-25 and 30, the hash values are compared to determine if they match); and loading the firmware image onto the memory device in response to determining that the first authentication code and the second authentication code match (Radovanovic, Figs. 2, 4, ¶ 25 and 30, the additional firmware image is loaded into memory. Examiner’s note: instant specification ¶ 42 and associated figures depict and describe that multiple distinct memory systems are encompassed in a larger memory framework)”. Radovanovic does not, but in related art, Smith Fig. 2A ¶ 27-31 teaches aggregating parity information for code stored in memory and hashing that information for validation with another hash value. Before applicant’s earliest effective filing it would have been obvious to one of ordinary skill in the art, having the teachings of Radovanovic and Smith, to modify the firmware validation system of Radovanovic to include the method to hash parity information of code as taught in Smith. The motivation to do so constitutes applying a known technique to known devices and/or methods ready for improvement to yield predictable results. Regarding claims 2 and 9, Radovanovic and Smith teaches: “The method of claim 1 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above), wherein performing the cryptographic operation on the parity data comprises: performing a hash operation on the parity data (Smith Fig. 2A ¶ 27-31 teaches aggregating parity information for code stored in memory and hashing that information for validation with another hash value)”. Regarding claims 3, 10, and 16, Radovanovic and Smith teaches: “The method of claim 2 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above), wherein performing the hash operation on the parity data uses a cryptographic key (Smith ¶ 31 teaches standard hashing with a key)”. Claim(s) 4-6, 11-13, and 17-19 is/are rejected under 35 U.S.C. 103 as being unpatentable over Radovanovic in view of Smith in view of Cariello (US 2020/0210586 A1). Regarding claims 4, 11, and 17, Radovanovic and Smith teaches: “The method of claim 1 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above)”. Radovanovic and Smith does not, but in related art, Cariello teaches: “wherein detecting an uncorrectable error in the firmware image triggers a rejection of the firmware image (Cariello, Figs. 6, 8, ¶ 78 and 89 teaches reading sections of the firmware image and checking the parity, the hash value and determining an uncorrectable error and rejecting the firmware when that error places the number of errors over a threshold)”. Before applicant’s earliest effective filing it would have been obvious to one of ordinary skill in the art, having the teachings of Radovanovic, Cariello and Smith, to modify the firmware validation system of Radovanovic and Smith to include the method check the firmware, the code and sections of the firmware for uncorrectable errors as taught in Cariello. The motivation to do so constitutes applying a known technique to known devices and/or methods ready for improvement to yield predictable results. Regarding claims 5, 12, and 18, Radovanovic and Smith teaches: “The method of claim 1 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above)”. Radovanovic and Smith does not, but in related art, Cariello teaches: “wherein detecting an uncorrectable error in the first authentication code triggers a rejection of the firmware image (Cariello, Figs. 6, 8, ¶ 78 and 89 teaches reading sections of the firmware image and checking the parity, the hash value and determining an uncorrectable error and rejecting the firmware when that error places the number of errors over a threshold)”. Before applicant’s earliest effective filing it would have been obvious to one of ordinary skill in the art, having the teachings of Radovanovic, Cariello and Smith, to modify the firmware validation system of Radovanovic and Smith to include the method check the firmware, the code and sections of the firmware for uncorrectable errors as taught in Cariello. The motivation to do so constitutes applying a known technique to known devices and/or methods ready for improvement to yield predictable results. Regarding claims 6, 13 and 19, Radovanovic and Smith teaches: “The method of claim 1 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above)”. Radovanovic and Smith does not, but in related art, Cariello teaches: “wherein the firmware image comprises a plurality of portions, wherein reading the firmware image from the memory device comprises reading the plurality of portions, and wherein computing the parity data of the firmware image comprising computing a parity data portion for a portion of the plurality of portions (Cariello, Figs. 6, 8, ¶ 78 and 89 teaches reading sections of the firmware image and checking the parity, the hash value and determining an uncorrectable error and rejecting the firmware when that error places the number of errors over a threshold)”. Before applicant’s earliest effective filing it would have been obvious to one of ordinary skill in the art, having the teachings of Radovanovic, Cariello and Smith, to modify the firmware validation system of Radovanovic and Smith to include the method check the firmware, the code and sections of the firmware for uncorrectable errors as taught in Cariello. The motivation to do so constitutes applying a known technique to known devices and/or methods ready for improvement to yield predictable results. Claim(s) 7, 14 and 20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Radovanovic in view of Smith in view of Prabhu (US 2021/0141703 A1). Regarding claims 7, 14 and 20, Radovanovic and Smith teaches: “The method of claim 1 (Radovanovic and Smith teaches the limitations of the parent claims as discussed above)”. Radovanovic in view of Smith does not, but in related art, Prabhu teaches: “wherein the parity data is a low-density parity check code and wherein computing the parity data comprises reading the low-density parity check code from the memory device (Prabhu, ¶ 54 teaches a low density a parity check of memory using the firmware)”. Before applicant’s earliest effective filing it would have been obvious to one of ordinary skill in the art, having the teachings of Radovanovic, Prabhu and Smith, to modify the firmware validation system of Radovanovic and Smith to include the method use a low density parity check as taught in Prabhu. The motivation to do so constitutes applying a known technique to known devices and/or methods ready for improvement to yield predictable results. Conclusion In the case of amending the claimed invention, Applicant is respectfully requested to indicate the portion(s) of the specification which dictate(s) the structure relied on for proper interpretation and also to verify and ascertain the metes and bounds of the claimed invention. The prior art made of record and not relied upon is considered pertinent to applicant’s disclosure: See PTO-892. Any inquiry concerning this communication or earlier communications from the examiner should be directed to Stephen T Gundry whose telephone number is (571) 270-0507. The examiner can normally be reached Monday-Friday 9AM-5PM (EST). Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Joseph Hirl can be reached on (571) 272-3685. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /STEPHEN T GUNDRY/Primary Examiner, Art Unit 2435
Read full office action

Prosecution Timeline

May 20, 2024
Application Filed
Dec 27, 2025
Non-Final Rejection — §103
Mar 31, 2026
Examiner Interview Summary
Mar 31, 2026
Applicant Interview (Telephonic)
Apr 01, 2026
Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12596841
ANONYMIZING PERSONAL INFORMATION FOR USE IN ASSESSING FRAUD RISK
2y 5m to grant Granted Apr 07, 2026
Patent 12591667
Detecting and mitigating application security threats based on threat change patterns
2y 5m to grant Granted Mar 31, 2026
Patent 12592825
METHODS AND SYSTEMS OF FACILITATING AUTHENTICATION FOR ACCESSING A SERVICE
2y 5m to grant Granted Mar 31, 2026
Patent 12580943
SYSTEMS AND METHODS FOR NETWORK RESILIENCY
2y 5m to grant Granted Mar 17, 2026
Patent 12579309
ANONYMIZATION APPARATUS
2y 5m to grant Granted Mar 17, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
92%
Grant Probability
99%
With Interview (+8.5%)
2y 2m
Median Time to Grant
Low
PTA Risk
Based on 587 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in for Full Analysis

Enter your email to receive a magic link. No password needed.

Free tier: 3 strategy analyses per month