Prosecution Insights
Last updated: October 02, 2026
Application No. 19/085,194

APPARATUS AND METHOD FOR REAL-TIME DMA AND MMIO THREAT DETECTION OF EMBEDDED SYSTEMS

Non-Final OA §102
Filed
Mar 20, 2025
Priority
Feb 13, 2025 — RE 10-2025-0018815
Examiner
DANG, PHONG H
Art Unit
2184
Tech Center
2100 — Computer Architecture & Software
Assignee
Electronics and Telecommunications Research Institute
OA Round
1 (Non-Final)
81%
Grant Probability
Favorable
1-2
OA Rounds
9m
Est. Remaining
92%
With Interview

Examiner Intelligence

Grants 81% — above average
81%
Career Allowance Rate
305 granted / 377 resolved
+25.9% vs TC avg
Moderate +11% lift
Without
With
+10.7%
Interview Lift
resolved cases with interview
Typical timeline
2y 4m
Avg Prosecution
15 currently pending
Career history
390
Total Applications
across all art units

Statute-Specific Performance

§101
2.7%
-37.3% vs TC avg
§103
48.0%
+8.0% vs TC avg
§102
23.3%
-16.7% vs TC avg
§112
18.6%
-21.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 377 resolved cases

Office Action

§102
DETAILED ACTION Information Disclosure Statement The information disclosure statement (IDS) submitted on 03/20/2025 is in compliance with the provisions of 37 CFR 1.97. Accordingly, the information disclosure statement is being considered by the examiner. Claim Rejections - 35 USC § 102 The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claims 1-2 and 9-10 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Tsidon et al US Patent No. 12,487,759. Regarding claim 1, Tsidon teaches a method for real-time Direct Memory Access (DMA) and Memory-Mapped I/O (MMIO) threat detection of an embedded system, comprising: identifying a protection target in an embedded system and inserting a security module for monitoring the identified protection target (see figure 1, hardware monitor 116 for monitoring memory 106, see col 3 ln 50 - col 4 ln 14, utilize one or more hardware monitor(s) 116 to monitor traffic sent between the DMAs 110/CPU cores 112 and the memory 106… The hardware monitors 116 are embedded e.g. inserted in the SOC); monitoring Direct Memory Access (DMA) to the protection target in real time (see col 4 ln 15-35, the hardware monitors 116 may look at all traffic between the DMAs 110/CPU cores 112 (including traffic passed through programmed I/O 114) and the memory 106) and collecting security logs by executing the security module inserted into the protection target when the embedded system operates (see col 5 ln 10-13, an event logger 120, configured to track the traffic and store information relating to the tracked traffic); and analyzing whether the embedded system operates normally and whether there is a potential threat based on the collected security logs when operation of the embedded system is terminated (see col 9 ln 5-9, the method includes analyzing the logs to determine circumstances of the violation and generating an associated alert). Regarding claim 2, Tsidon further teaches the protection target includes a DMA communication path and an MMIO register (see col 3 ln 38-44, the DMAs 110 are configured to access the memory 106 substantially directly… The programmed I/O unit 114 may include a memory-mapped I/O (MMIO), also see col 14 ln 35-38, the tangible memory 720, 725 may be volatile memory (e.g., registers, cache, RAM), non-volatile memory (e.g., ROM, EEPROM, flash memory, etc.)). Regarding claims 9-10, please refer to the rejection of claims 1-2 since the claimed subject matter is substantially similar. Claims 9-10 recite the apparatus for executing the method of claims 1-2. Tsidon further discloses memory in which at least one program is recorded; and a processor for executing the program (see figure 7, memory 720/725 and CPU 710). Allowable Subject Matter Claims 3-8 and 11-16 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. Claims 17-20 are allowed. The following is an examiner’s statement of reasons for allowance: The known prior arts fail to explicitly disclose “ triggering an exception by detecting a call of a DMA wrapper function based on a Data Watchpoint and Trace (DWT) by executing the security module inserted into the protection target when the embedded system operates; recording a return address and a parameter of the wrapper function that attempts DMA as a security log through an exception handler function when the exception occurs; identifying a source of the DMA through the return address and identifying whether the DMA is abnormal access; and identifying whether there is abnormal access by analyzing whether the parameter falls outside an expected range and matches a normal number of calls” in combination with other limitation found in the independent claim 17. Any comments considered necessary by applicant must be submitted no later than the payment of the issue fee and, to avoid processing delays, should preferably accompany the issue fee. Such submissions should be clearly labeled “Comments on Statement of Reasons for Allowance.” Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Tu et al US 20220374373 discloses a monitoring system for a DMA device coupled to a memory to monitor and debug the memory in real-time Edery et al US 20210319110 discloses a a secure processing engine to provide real-time protection by accessing the main memory via DMA Sakurai US 20150339246 discloses an access monitoring unit Serge et al US Patent No. 8,930,878 discloses a security co-processor for monitoring DMA communication Miller US 20140068344 discloses filtering data trace information Flachs et al US 20100161846 discloses direct memory access engine and associated memory mapped input/output (MMIO) registers for the purposes of enqueuing and monitoring DMA commands Any inquiry concerning this communication or earlier communications from the examiner should be directed to PHONG H DANG whose telephone number is (571)272-0470. The examiner can normally be reached Monday-Friday 9:30AM - 6:00PM. 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, Henry Tsai can be reached at (571)272-4176. 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. /PHONG H DANG/Primary Examiner, Art Unit 2184
Read full office action

Prosecution Timeline

Mar 20, 2025
Application Filed
Aug 21, 2026
Non-Final Rejection mailed — §102 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12743394
Communication Method for a Communication Network of a Vehicle and Communication Network
2y 2m to grant Granted Sep 22, 2026
Patent 12737307
SYSTEMS AND METHODS FOR MOVING DATA BETWEEN A STORAGE DEVICE AND A PROCESSING ELEMENT
2y 10m to grant Granted Sep 15, 2026
Patent 12730656
Deterministic Cycle Accurate Execution of Software
2y 3m to grant Granted Sep 08, 2026
Patent 12717579
MEMORY SYSTEM AND DATA PROCESSING SYSTEM INCLUDING THE SAME
2y 2m to grant Granted Aug 25, 2026
Patent 12711087
INTERCONNECTION SYSTEM, DATA TRANSMISSION METHOD, AND CHIP
2y 12m to grant Granted Aug 18, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2
Expected OA Rounds
81%
Grant Probability
92%
With Interview (+10.7%)
2y 4m (~9m remaining)
Median Time to Grant
Low
PTA Risk
Based on 377 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

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

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month