Prosecution Insights
Last updated: October 02, 2026
Application No. 18/791,649

SECURE AND PRIVACY AWARE MONITORING WITH DYNAMIC RESILIENCY FOR DISTRIBUTED SYSTEMS

Non-Final OA §103§DOUBLEPATENT
Filed
Aug 01, 2024
Priority
Jun 30, 2021 — continuation of 11/652,721 +1 more
Examiner
TRAN, JIMMY H
Art Unit
2451
Tech Center
2400 — Computer Networks
Assignee
Capital One Services LLC
OA Round
3 (Non-Final)
80%
Grant Probability
Favorable
3-4
OA Rounds
7m
Est. Remaining
97%
With Interview

Examiner Intelligence

Grants 80% — above average
80%
Career Allowance Rate
566 granted / 712 resolved
+21.5% vs TC avg
Strong +17% interview lift
Without
With
+17.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
25 currently pending
Career history
733
Total Applications
across all art units

Statute-Specific Performance

§101
5.5%
-34.5% vs TC avg
§103
61.0%
+21.0% vs TC avg
§102
12.6%
-27.4% vs TC avg
§112
9.8%
-30.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 712 resolved cases

Office Action

§103 §DOUBLEPATENT
DETAILED ACTION This action is in response to communication filed on 6/11/2026. Claims 1-20 are pending. Claims 1, 5, 7, 8, 12, 14, 15, 18, and 20 have been amended. 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 . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 6/11/2026 has been entered. Response to Arguments Applicant’s arguments, see pages 8-9, filed 6/11/2026, with respect to the rejection(s) of claim(s) 1, 8, and 15under 35 USC § 103 have been fully considered and are persuasive. Therefore, the rejection has been withdrawn. However, upon further consideration, a new ground(s) of rejection is made in view of Liang et al. (US 9,552,272) in view of Redlich et al. (US 2005/0132070) in view of Miller et al. (US 2020/0153848). Double Patenting The rejection of claims 1-20 on the grounds of non-statutory obviousness-type double patenting over claims 1, 9, and 15 of U.S. Patent No. 12,058,021 is maintained. Applicant’s request to hold this rejection in abeyance is noted but does not overcome the rejection. A terminal disclaimer, or other appropriate action is still required. The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the “right to exclude” granted by a patent and to prevent possible harassment by multiple assignees. A nonstatutory double patenting rejection is appropriate where the conflicting claims are not identical, but at least one examined application claim is not patentably distinct from the reference claim(s) because the examined application claim is either anticipated by, or would have been obvious over, the reference claim(s). See, e.g., In re Berg, 140 F.3d 1428, 46 USPQ2d 1226 (Fed. Cir. 1998); In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970); In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) or 1.321(d) may be used to overcome an actual or provisional rejection based on nonstatutory double patenting provided the reference application or patent either is shown to be commonly owned with the examined application, or claims an invention made as a result of activities undertaken within the scope of a joint research agreement. See MPEP § 717.02 for applications subject to examination under the first inventor to file provisions of the AIA as explained in MPEP § 2159. See MPEP § 2146 et seq. for applications not subject to examination under the first inventor to file provisions of the AIA . A terminal disclaimer must be signed in compliance with 37 CFR 1.321(b). The filing of a terminal disclaimer by itself is not a complete reply to a nonstatutory double patenting (NSDP) rejection. A complete reply requires that the terminal disclaimer be accompanied by a reply requesting reconsideration of the prior Office action. Even where the NSDP rejection is provisional the reply must be complete. See MPEP § 804, subsection I.B.1. For a reply to a non-final Office action, see 37 CFR 1.111(a). For a reply to final Office action, see 37 CFR 1.113(c). A request for reconsideration while not provided for in 37 CFR 1.113(c) may be filed after final for consideration. See MPEP §§ 706.07(e) and 714.13. The USPTO Internet website contains terminal disclaimer forms which may be used. Please visit www.uspto.gov/patent/patents-forms. The actual filing date of the application in which the form is filed determines what form (e.g., PTO/SB/25, PTO/SB/26, PTO/AIA /25, or PTO/AIA /26) should be used. A web-based eTerminal Disclaimer may be filled out completely online using web-screens. An eTerminal Disclaimer that meets all requirements is auto-processed and approved immediately upon submission. For more information about eTerminal Disclaimers, refer to www.uspto.gov/patents/apply/applying-online/eterminal-disclaimer. Claims 1-20 rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1, 9, and 17 of U.S. Patent No. 12,058,021. Although the claims at issue are not identical, they are not patentably distinct from each other because the current claims are an obvious variation of the US 12,058,021 patent’s claims. The core sanitization mechanism (multi-level pruning/redacting/encrypting based on sensitivity) is identical in substance, but the current claims omit the error monitoring, cause determination, and dynamic configuration adjustment. This makes the current claims broader, covering the basic process without the resilience enchantments. The differences are not patentably distinct; the error handling is an obvious addition to the basic sanitization to improve reliability in distributed systems (motivated by the shared specification’s discussion of dynamic adjustments for accuracy and troubleshooting). Applying § 103 principles, one skilled in the art would combine the basic tiers with error-based feedback for better system resilience. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. 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. The factual inquiries set forth in Graham v. John Deere Co., 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 1-4, 8-11 and 15-17 are rejected under 35 U.S.C. 103 as being unpatentable over Liang et al. (US 9,552,272) in view of Redlich et al. (US 2005/0132070) in view of Miller et al. (US 2020/0153848). Regarding claim 1, Liang discloses a method comprising: receiving, by at least one processor, a data packet for logging (see Liang col. 4/lines 21-52; detx 16; the sensitive data protection subsystem 103 intercepts messages from an application 105 at runtime, which are intended to be logged in a log data store 150, 160. The intercepted message is received specifically for logging purposes); determining, by the at least one processor, for each data value within the data packet, a corresponding sensitivity level being one of a plurality of different sensitivity levels according to a local classification configuration (Liang search each value in the intercepted message against stored sensitive data patterns. Different pattern types (SSN, credit card, telephone, etc.) are different sensitivity classifications. The stored configurable pattern list is the local classification configuration; col. 5/lines 16 -53; detx 20-21; “The search module 204 can search the intercepted messages 202 using sensitive data patterns that are stored in a data store that is coupled to the sensitive data protection subsystem 200. For example, the sensitive data patterns may be patterns for detecting personal identifiers, bank names, credit card institution names, account balances, etc…The sensitive data patterns used by the search module 204 are configurable by a pattern list configurator 210. There can be a pattern list configurator 210 for each type and/or sub-type of sensitive data…Alternatively, the pattern list configurator 210 may represent a configuration file (e.g., text or XML) that can be modified by the user to add new data patterns or delete or change existing data patterns”); sanitizing, by the at least one processor, the data packet into a sanitized data packet based on the determined sensitivity levels of the data values within the data packet and the local classification configuration (see Liang col. 11/lines 1-13; detx 42; the number of iterations can be based on the number of predefined sensitive data patterns. For example, there may be three pre-defined sensitive data patterns, such as patterns for social security numbers, credit card numbers, and telephone numbers. Processing logic can search an intercepted message for pattern matches pertaining to a first sensitive data pattern (e.g., social security numbers), validate any matching candidates for the first sensitive data pattern, filter out exceptional cases pertaining to the first sensitive data pattern, and protect the sensitive data, and subsequently perform method 400 for the sensitive data patterns for credit card numbers and for telephone numbers. This discloses the sensitive data is classified by type (e.g., SSN, credit card, telephone)), the sanitizing including: pruning each data value determined to have a first sensitivity level (see Liang col. 10/lines 4-30; detx 39; by removing, masking, and/or redacting the sensitive information), redacting each data value determined to have a second sensitivity level (see Liang col. 10/lines 4-30; detx 39; by removing, masking, and/or redacting the sensitive information). However, the prior art does not explicitly disclose the following: encrypting each data value determined to have a third sensitivity level from among the plurality of different sensitivity levels; and logging, by the at least one processor, the sanitized data packet into a data repository. Redlich discloses a process, program and system which operates to secure files and data objects in a computer system and network with an editor. The editor assists in the extraction of security sensitive data and data objects on a granular basis, and the balance of the system disperses data, via a controlled release, to storage locations, and permits reconstruction utilizing security protocols to provide a security system for data. In particular, Redlich teaches the following: encrypting each data value determined to have a third sensitivity level from among the plurality of different sensitivity levels (see Redlich [0046]; the cryptographically separated, need to know, security levels correspond to respective ones of the plurality of security levels and the method includes, in one embodiment, encrypting subsets of extracted data with corresponding degrees of encryption associated with the plurality of security levels. This discloses “encrypting each data value” as encrypting extracted “subsets of extracted data” (sensitive data values like words/objects) that are “determined to have” a specific sensitivity via automatic selection “third sensitivity level from among the plurality of different sensitivity levels” maps to one of the “plurality of security level” with “corresponding degrees of encryption,” where encryption is applied per level (e.g., “third” level is inherently one among multiple, as Redlich describes variable degrees/types for different sensitivities). This discloses the element because sensitive data values are encrypted based on their assigned level among multiple levels); and logging, by the at least one processor, the sanitized data packet into a data repository (see Redlich [0046]; the subsets of extracted data are stored in one or more computer memories in the network identified as extracted stores. The remainder data is also stored in the network if necessary). Therefore, it would have been obvious to a person of ordinary skill in the art at the time the invention was effectively filed to modify the prior art with the teaching of Redlich to incorporate techniques for securing sensitive data/objects found in a data source document. One would have been motivated because it would enhance privacy protection in distrusted security system by removing or securing sensitive information from monitored data packets. However the prior art does not explicitly disclose the following: receiving from a backend server an updated classification configuration in response to a detected error at the backend server; and resensitize the data packet according to the updated classification configuration. Miller in the field of the same endeavor discloses techniques for detection of malicious content. Miller teaches the following: receiving from a backend server an updated classification configuration in response to a detected error at the backend server (Miller’s security server, after detecting that is is overloaded and cannot complete classification (an error at the backend), later obtains updated security intelligence data, (the classification configuration) from its intelligence resource which may push the new rules and overwrite the stored set; [0023-0024] “when the security server 102 is no longer overloaded, the security server 102 classifies whether the second data is undesirable to produce a second classifying result and also re-classifies whether any previously-classified data is undesirable based on updated security intelligence data obtained by the security server 102 at a later time”); and resensitize the data packet according to the updated classification configuration (Miller reprocesses the same previously classified data against the new security intelligence so a result produced under the old rules is corrected (equivalent of resensitizing that data packet under the updated classification configuration); [0025] “it can also re-classify previously-classified data in the same lookup process based on updated security intelligence data such that data can be checked against the latest security intelligence data and any mis-classification based on the old security intelligence data can be corrected”). Therefore, it would have been obvious to a person of ordinary skill in the art at the time the invention was effectively filed to modify the prior art with the teaching of Miller. One would have been motivated because when the backend that supplies the classification rules faults or is overloaded, log packets already sanitized under a stale pattern set are reprocessed with the updated configuration which is Miller’s known fix for misclassification after a server-side error. Regarding claim 2, Liang-Redlich-Miller discloses the method of claim 1, wherein the data packet includes, for each data value, a respective label (see Redlich [0046]; filtering data from the data input computer, extracting security sensitive words, phrases, characters, icons, or data objects and forming subsets of extracted data and remainder data). Regarding claim 3, Liang-Redlich-Miller discloses the method of claim 2, further comprising classifying each data value into a respective one of the first sensitivity level, the second sensitivity level, or the third sensitivity level based on the respective label (see Redlich [0055]; the innovation enables automatic response to security challenges and threats. The innovation can maintain, upgrade and downgrade the levels of security through implementation of a leveled granular extraction process and a controlled-release mechanism). Regarding claim 4, Liang-Redlich-Miller discloses the method of claim 3, wherein the classifying is further based on a classification configuration (see Redlich [0055]; the innovation enables automatic response to security challenges and threats. The innovation can maintain, upgrade and downgrade the levels of security through implementation of a leveled granular extraction process and a controlled-release mechanism). Regarding claim(s) 8-11 and 15-17, do(es) not teach or further define over the limitation in claim(s) 1-4 and 1-3 respectively. Therefore claim(s) 8-11 and 15-17, is/are rejected for the same rationale of rejection as set forth in claim(s) 1-4 and 1-3 respectively. Allowable Subject Matter Claims 5-7, 12-14 and 18-20 are objected to as being dependent upon a rejected base claim but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Conclusion For the reasons above, claims 1-20 have been rejected and remain pending. Any inquiry concerning this communication or earlier communications from the examiner should be directed to JIMMY H TRAN whose telephone number is (571)270-5638. The examiner can normally be reached Monday-Friday 9am-5pm PST. 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, Chris Parry can be reached at 571-272-8328. 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. JIMMY H TRAN Primary Examiner Art Unit 2451 /JIMMY H TRAN/Primary Examiner, Art Unit 2451
Read full office action

Prosecution Timeline

Aug 01, 2024
Application Filed
Nov 20, 2025
Non-Final Rejection mailed — §103, §DOUBLEPATENT
Feb 20, 2026
Response Filed
Apr 07, 2026
Final Rejection mailed — §103, §DOUBLEPATENT
Jun 11, 2026
Request for Continued Examination
Jun 17, 2026
Response after Non-Final Action
Sep 10, 2026
Non-Final Rejection mailed — §103, §DOUBLEPATENT (current)

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Prosecution Projections

3-4
Expected OA Rounds
80%
Grant Probability
97%
With Interview (+17.2%)
2y 10m (~7m remaining)
Median Time to Grant
High
PTA Risk
Based on 712 resolved cases by this examiner. Grant probability derived from career allowance rate.

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