WO2012124207A1 - 通信システム、基地局、サイバー攻撃対処方法 - Google Patents
通信システム、基地局、サイバー攻撃対処方法 Download PDFInfo
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- WO2012124207A1 WO2012124207A1 PCT/JP2011/075176 JP2011075176W WO2012124207A1 WO 2012124207 A1 WO2012124207 A1 WO 2012124207A1 JP 2011075176 W JP2011075176 W JP 2011075176W WO 2012124207 A1 WO2012124207 A1 WO 2012124207A1
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- traffic
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
- H04L63/1416—Event detection, e.g. attack signature detection
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/10—Integrity
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/12—Detection or prevention of fraud
- H04W12/126—Anti-theft arrangements, e.g. protection against subscriber identity module [SIM] cloning
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/02—Network architectures or network communication protocols for network security for separating internal from external traffic, e.g. firewalls
- H04L63/0227—Filtering policies
- H04L63/0245—Filtering by information in the payload
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/08—Access point devices
Definitions
- the present invention relates to a communication system, a base station, and a cyber attack countermeasure method.
- SIM Subscriber Identification Module
- LTE Long Term Evolution
- the PDN-GW Packet Data Network-Gateway
- DPI Deep Packet Inspection
- the eNB evolved Node B
- the unauthorized traffic detection is a DPI function on the core network side. It depends only on.
- the detection of unauthorized traffic depends on the DPI function on the core network side.
- the eNB cannot actively detect a UE server attack due to the transmission of the large amount of user data.
- an object of the present invention is to provide a communication system, a base station, and a cyber attack countermeasure method that can solve the above-described problems.
- the communication system of the present invention includes: A mobile device, A base station, An operation / maintenance server; A gateway device having a DPI function for detecting whether or not uplink data from the mobile terminal is unauthorized traffic, The base station When it is detected that the traffic volume of the uplink data exceeds a threshold, an alarm is sent to the operation / maintenance server notifying that the traffic volume of the uplink data exceeds the threshold, The operation / maintenance server is When the alarm is received from the base station, an activation instruction for instructing activation of the DPI function is transmitted to the gateway device.
- the base station of the present invention A user data processing unit that monitors whether the amount of upstream data traffic from the mobile device exceeds a threshold; In order to cause the operation / maintenance server to transmit to the gateway device an activation instruction for instructing activation of a DPI function for detecting whether the uplink data is illegal traffic when the traffic amount of the uplink data exceeds a threshold, A communication control unit that transmits an alarm notifying that the traffic amount of the uplink data exceeds a threshold value to the operation / maintenance server.
- the cyber attack countermeasure method of the present invention is: A cyber attack countermeasure method by a base station, Monitoring whether the amount of upstream data traffic from the mobile device exceeds a threshold; When the traffic amount of the uplink data exceeds a threshold value, an activation instruction for instructing activation of the DPI function for detecting whether or not the uplink data from the mobile terminal is illegal traffic is transmitted from the operation / maintenance server to the gateway device. To send an alarm to the operation / maintenance server to notify that the traffic volume of the uplink data has exceeded a threshold value.
- the base station when a large amount of uplink data is transmitted from the mobile terminal, the base station activates the DPI function of the gateway device via the operation / maintenance server.
- the base station can actively detect a server attack of the mobile terminal due to transmission of a large amount of uplink data.
- FIG. 2 is a sequence diagram illustrating an operation when suspected traffic is detected in the communication system illustrated in FIG. 1.
- FIG. 2 is a sequence diagram illustrating an operation when unauthorized traffic is detected in the communication system illustrated in FIG. 1.
- the communication system of the present embodiment includes a UE 1 that is a mobile terminal, an eNB 2 that is a base station, and an operation / maintenance server.
- This is an LTE system having an OMC (Operations and Maintenance Center) 3, a gateway device PDN-GW 4, and a policy / charging server PCRF (Policy and Charging Rules Function) 5.
- OMC Operations and Maintenance Center
- PDN-GW gateway device
- PCRF Policy and Charging Rules Function
- the user data processing unit 1A transmits uplink user data (U-Plane data) destined for a server (not shown) on the Internet to the eNB 2.
- This user data includes illegal data for cyber attacking servers on the Internet.
- the connection control unit 1B transmits to the eNB 2 a Scheduling Request message (resource allocation request message) that requests allocation of uplink resources for transmitting uplink user data.
- a Scheduling Request message resource allocation request message
- the eNB 2 includes an OMC communication control unit 2A, a user data processing unit 2B, a subscriber data management unit 2C, and a connection control unit 2D. .
- the user data processing unit 2B When the user data processing unit 2B receives the uplink user data from the UE1, the user data processing unit 2B transmits the user data to the PDN-GW 4.
- the user data processing unit 2B when the amount of uplink user data traffic from the UE1 exceeds a preset threshold for each UE1, suspected that the uplink user data from the UE1 may be illegal traffic Detect as traffic.
- the user data processing unit 2B When the user data processing unit 2B detects the suspicious traffic, the user data processing unit 2B acquires the subscriber data of the UE 1 that is transmitting the suspicious traffic from the subscriber data management unit 2C.
- the user data processing unit 2B includes an OMC communication control unit 2A including a transmission data amount excess alarm for notifying that the traffic amount of uplink user data from the corresponding UE1 exceeds the threshold value, including subscriber data of the corresponding UE1. Output for.
- the OMC communication control unit 2A transmits the transmission data amount excess alarm to the OMC 3.
- the OMC communication control unit 2A When the OMC communication control unit 2A receives an illegal traffic stop request described later from the OMC 3, the OMC communication control unit 2A outputs the illegal traffic stop request to the connection control unit 2D.
- the subscriber data management unit 2C When the subscriber data management unit 2C receives an inquiry about the subscriber data from the user data processing unit 2B, the subscriber data management unit 2C outputs the subscriber data to the user data processing unit 2B.
- connection control unit 2D When the connection control unit 2D receives the Scheduling Request message from the UE 1, the connection control unit 2D calculates a UL Grant indicating whether or not to allocate an uplink resource using a normal algorithm, and returns the calculated UL Grant to the UE 1.
- the OMC 3 includes a communication control unit 3A and an alarm control unit 3B.
- the communication control unit 3A When the communication control unit 3A receives the transmission data amount excess alarm from the eNB 2, the communication control unit 3A outputs the transmission data amount excess alarm to the alarm control unit 3B.
- the communication control unit 3A includes a subscriber data of the corresponding UE1 included in the transmission data amount excess alarm, and sends a DPI activation instruction for instructing activation of the DPI function for the corresponding UE1 to the PDN-GW4. Send.
- the communication control unit 3A When the communication control unit 3A receives an unauthorized traffic detection notification (to be described later) from the PDN-GW 4, the communication control unit 3A includes the subscriber data of the corresponding UE1, and requests to stop transmission of uplink user data of the corresponding UE1. A request is transmitted to eNB2.
- the alarm control unit 3B stores the transmission data amount excess alarm as a log.
- (1-5) Configuration of PDN-GW 4 Referring to FIG. 1, the PDN-GW 4 includes an OMC communication control unit 4A, a user data processing unit 4B, and a subscriber data management unit 4C.
- the OMC communication control unit 4A When the OMC communication control unit 4A receives the DPI activation instruction from the OMC 3, the OMC communication control unit 4A outputs the DPI activation instruction to the user data processing unit 4B.
- the user data processing unit 4B When the user data processing unit 4B receives the uplink user data from the eNB 2, the user data processing unit 4B transmits the user data to the server on the Internet via the PDN.
- the user data processing unit 4B sends a contract policy request for requesting the contract policy of the corresponding UE1 whose subscriber data is included in the DPI activation instruction to the PCRF 5. To send.
- the user data processing unit 4B receives a contract policy notification for notifying the contract policy of the corresponding UE 1 from the PCRF 5 as a response to the contract policy request.
- the user data processing unit 4B activates the DPI function for the uplink user data from the corresponding UE1. Then, the user data processing unit 4B compares the payload of the uplink user data from the corresponding UE1 with the traffic allowable conditions defined in the contract policy acquired from the PCRF 5, and the uplink user data from the corresponding UE1. Detects whether the traffic is malicious traffic.
- the user data processing unit 4B When the user data processing unit 4B detects unauthorized traffic, the user data processing unit 4B sends an unauthorized traffic detection notification that includes the subscriber data of the corresponding UE1 and notifies that the upstream user data of the corresponding UE1 is unauthorized traffic. Output to the communication control unit 4A.
- the OMC communication control unit 4A transmits the unauthorized traffic detection notification to the OMC 3.
- PCRF 5 has a policy management unit 5A.
- user data processing unit 2 B monitors whether the amount of uplink user data traffic from UE 1 exceeds a threshold set in advance for each UE 1.
- the user data processing unit 2B detects the uplink user data from the corresponding UE 1 as suspicious traffic that may be illegal traffic (steps S1 and S2).
- the OMC communication control unit 2A sends a transmission data amount excess alarm to the OMC 3 to notify that the traffic amount of the uplink user data from the corresponding UE 1 exceeds the threshold value, including the subscriber data of the corresponding UE 1 (Step S3).
- the communication control unit 3 ⁇ / b> A confirms whether the uplink user data from the corresponding UE 1 is unauthorized traffic or not.
- a DPI activation instruction for instructing activation of the DPI function is transmitted to the PDN-GW 4 (step S4).
- the user data processing unit 4 B When receiving the DPI activation instruction from the OMC 3 in the PDN-GW 4, the user data processing unit 4 B includes the subscriber data of the corresponding UE 1 and confirms the contract policy of the corresponding UE 1 in order to confirm the traffic allowable conditions of the corresponding UE 1.
- a contract policy request for requesting is sent to the PCRF 5 (step S5).
- the policy management unit 5A when the policy management unit 5A receives the contract policy request from the PDN-GW 4, the policy management unit 5A reads the contract policy of the corresponding UE1 from the database, and transmits a contract policy notification for notifying the read contract policy to the PDN-GW 4. (Step S6).
- the user data processing unit 4B activates the DPI function for the uplink user data from the corresponding UE 1, and the OMC communication control unit 4A activates the DPI function. Is sent to the OMC 3 (step S7).
- FIG. 3 shows an operation after transition to the state (state S8) for monitoring the uplink user data from the corresponding UE 1 in FIG.
- the user data processing unit 4B determines that the uplink user data payload from the corresponding UE 1 matches the traffic allowable condition defined in the contract policy notified from the PCRF 5. Monitor whether or not. If the traffic permission condition is not met, the user data processing unit 4B detects the uplink user data from the corresponding UE 1 as unauthorized traffic (step S9). Then, the OMC communication control unit 4A includes the subscriber data of the corresponding UE1, and sends an unauthorized traffic detection notification to the OMC 3 to notify that the upstream user data from the corresponding UE 1 is detected as unauthorized traffic. Transmit (step S10).
- the communication control unit 3 A when receiving the unauthorized traffic detection notification from the PDN-GW 4, the communication control unit 3 A includes the subscriber data of the corresponding UE 1 and requests to stop transmission of the uplink user data of the corresponding UE 1 Is transmitted to eNB2 (step S11).
- the connection control unit 2 D can receive the Scheduling Request message (resource allocation request message) requesting the uplink resource from the corresponding UE 1 (step S 12). Then, without assigning an uplink resource to the corresponding UE1, a UL Grant designating “0” indicating that is returned (step S13).
- the user data processing unit 1B of the corresponding UE1 shifts to a state where transmission of uplink user data (illegal traffic) is stopped (state S14).
- the eNB 2 can actively detect the server attack of the UE 1 due to transmission of a large amount of uplink user data.
- the configuration of the present embodiment is a configuration that can be realized simply by increasing the activation conditions of the DPI function already defined in the 3GPP standard protocol, eNB2, which is performed to realize the configuration of the present embodiment, Implementation of PDN-GW4 and PCRF5 is also very easy.
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Abstract
Description
携帯端末と、
基地局と、
運用/保守サーバーと、
前記携帯端末からの上りデータが不正トラフィックであるか否かを検出するDPI機能を備えるゲートウェイ装置と、を有し、
前記基地局は、
前記上りデータのトラフィック量が閾値を超過したことを検出した場合、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信し、
前記運用/保守サーバーは、
前記基地局から前記アラームを受信した場合、前記DPI機能の起動を指示する起動指示を前記ゲートウェイ装置に対して送信する。
携帯端末からの上りデータのトラフィック量が閾値を超過したか否かを監視するユーザーデータ処理部と、
前記上りデータのトラフィック量が閾値を超過した場合、前記上りデータが不正トラフィックであるか否かを検出するDPI機能の起動を指示する起動指示を運用/保守サーバーからゲートウェイ装置に送信させるために、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信する通信制御部と、を有する。
基地局によるサイバー攻撃対処方法であって、
携帯端末からの上りデータのトラフィック量が閾値を超過したか否かを監視するステップと、
前記上りデータのトラフィック量が閾値を超過した場合、前記携帯端末からの上りデータが不正トラフィックであるか否かを検出するDPI機能の起動を指示する起動指示を運用/保守サーバーからゲートウェイ装置に送信させるために、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信するステップと、を有する。
(1)本実施形態の構成
(1-1)通信システムの全体構成
図1を参照すると、本実施形態の通信システムは、携帯端末であるUE1と、基地局であるeNB2と、運用/保守サーバーであるOMC(Operations and Maintenance Centre)3と、ゲートウェイ装置であるPDN-GW4と、ポリシー/課金サーバーであるPCRF(Policy and Charging Rules Function)5と、を有するLTEシステムである。
(1-2)UE1の構成
図1を参照すると、UE1は、ユーザーデータ処理部1Aと、コネクション制御部1Bと、を有している。
(1-3)eNB2の構成
図1を参照すると、eNB2は、OMC通信制御部2Aと、ユーザーデータ処理部2Bと、加入者データ管理部2Cと、コネクション制御部2Dと、を有している。
(1-4)OMC3の構成
図1を参照すると、OMC3は、通信制御部3Aと、アラーム制御部3Bと、を有している。
(1-5)PDN-GW4の構成
図1を参照すると、PDN-GW4は、OMC通信制御部4Aと、ユーザーデータ処理部4Bと、加入者データ管理部4Cと、を有している。
(1-6)PCRF5の構成
図1を参照すると、PCRF5は、ポリシー管理部5Aを有している。
(2)本実施形態の動作
以下、図1に示した通信システムの動作について説明する。
(2-1)被疑トラフィックを検出した場合の動作
まず、eNB2で被疑トラフィックを検出した場合の動作について、図2を参照して説明する。
(2-2)不正トラフィックを検出した場合の動作
続いて、PDN-GW4で不正トラフィックを検出した場合の動作について、図3を参照して説明する。なお、図3は、図2において、該当するUE1からの上りのユーザーデータを監視する状態(状態S8)に遷移した後の動作を示している。
Claims (9)
- 携帯端末と、
基地局と、
運用/保守サーバーと、
前記携帯端末からの上りデータが不正トラフィックであるか否かを検出するDPI機能を備えるゲートウェイ装置と、を有し、
前記基地局は、
前記上りデータのトラフィック量が閾値を超過したことを検出した場合、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信し、
前記運用/保守サーバーは、
前記基地局から前記アラームを受信した場合、前記DPI機能の起動を指示する起動指示を前記ゲートウェイ装置に対して送信する、通信システム。 - 前記ゲートウェイ装置は、
前記上りデータが不正トラフィックであると前記DPI機能により検出した場合、前記上りデータが不正トラフィックであると検出したことを通知する検出通知を前記運用/保守サーバーに対して送信し、
前記運用/保守サーバーは、
前記ゲートウェイ装置から前記検出通知を受信した場合、前記上りデータの送信の停止を要求する停止要求を、前記基地局に対して送信し、
前記基地局は、
前記運用/保守サーバーから前記停止要求を受信した場合、以降、前記携帯端末から上りのリソースの割り当てを要求する割当要求を受信しても、前記携帯端末に上りのリソースを割り当てない、請求項1に記載の通信システム。 - 前記基地局は、
前記携帯端末からの前記割当要求に対して、上りのリソースを割り当てない場合、その旨を示す通知を前記携帯端末に送信する、請求項2に記載の通信システム。 - 携帯端末からの上りデータのトラフィック量が閾値を超過したか否かを監視するユーザーデータ処理部と、
前記上りデータのトラフィック量が閾値を超過した場合、前記上りデータが不正トラフィックであるか否かを検出するDPI機能の起動を指示する起動指示を運用/保守サーバーからゲートウェイ装置に送信させるために、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信する通信制御部と、を有する基地局。 - 前記運用/保守サーバーから、前記上りデータの送信の停止を要求する停止要求を受信した場合、以降、前記携帯端末から上りのリソースの割り当てを要求する割当要求を受信しても、前記携帯端末に上りのリソースを割り当てないコネクション制御部をさらに有する、請求項4に記載の基地局。
- 前記コネクション制御部は、
前記携帯端末からの前記割当要求に対して、上りのリソースを割り当てない場合、その旨を示す通知を前記携帯端末に送信する、請求項5に記載の基地局。 - 基地局によるサイバー攻撃対処方法であって、
携帯端末からの上りデータのトラフィック量が閾値を超過したか否かを監視するステップと、
前記上りデータのトラフィック量が閾値を超過した場合、前記携帯端末からの上りデータが不正トラフィックであるか否かを検出するDPI機能の起動を指示する起動指示を運用/保守サーバーからゲートウェイ装置に送信させるために、前記上りデータのトラフィック量が閾値を超過したことを通知するアラームを前記運用/保守サーバーに対して送信するステップと、を有するサイバー攻撃対処方法。 - 前記運用/保守サーバーから、前記上りデータの送信の停止を要求する停止要求を受信した場合、以降、前記携帯端末から上りのリソースの割り当てを要求する割当要求を受信しても、前記携帯端末に上りのリソースを割り当てないステップをさらに有する、請求項7に記載のサイバー攻撃対処方法。
- 前記携帯端末からの前記割当要求に対して、上りのリソースを割り当てない場合、その旨を示す通知を前記携帯端末に送信するステップをさらに有する、請求項8に記載のサイバー攻撃対処方法。
Priority Applications (6)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP11861002.1A EP2688329B1 (en) | 2011-03-17 | 2011-11-01 | Communication system, base station, and method for coping with cyber attacks |
| US13/979,725 US9119075B2 (en) | 2011-03-17 | 2011-11-01 | Communication system, base station, and countermeasure method against cyber attack |
| CN201180067031.3A CN103348719B (zh) | 2011-03-17 | 2011-11-01 | 通信系统、基站以及针对网络攻击的对策方法 |
| BR112013023339A BR112013023339A2 (pt) | 2011-03-17 | 2011-11-01 | sistema de comunicação, estação base, e método de contramedida contra o ataque cibernético |
| KR1020137027272A KR101563413B1 (ko) | 2011-03-17 | 2011-11-01 | 통신 시스템, 기지국, 사이버 공격 대처 방법 |
| JP2013504509A JP5668839B2 (ja) | 2011-03-17 | 2011-11-01 | 通信システム、基地局、サイバー攻撃対処方法 |
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| JP2011059234 | 2011-03-17 | ||
| JP2011-059234 | 2011-03-17 |
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| WO2012124207A1 true WO2012124207A1 (ja) | 2012-09-20 |
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| US (1) | US9119075B2 (ja) |
| EP (1) | EP2688329B1 (ja) |
| JP (1) | JP5668839B2 (ja) |
| KR (1) | KR101563413B1 (ja) |
| CN (1) | CN103348719B (ja) |
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106375309A (zh) * | 2016-08-31 | 2017-02-01 | 北京青石绿网科技有限公司 | 一种移动设备dpi数据安全管理方法 |
| CN106375311A (zh) * | 2016-08-31 | 2017-02-01 | 北京青石绿网科技有限公司 | 一种移动设备dpi应用安全管理方法 |
| JPWO2015159486A1 (ja) * | 2014-04-17 | 2017-04-13 | パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカPanasonic Intellectual Property Corporation of America | 車載ネットワークシステム、不正検知電子制御ユニット及び不正検知方法 |
| WO2019181551A1 (ja) * | 2018-03-23 | 2019-09-26 | 日本電信電話株式会社 | 異常トラヒック分析装置、異常トラヒック分析方法及び異常トラヒック分析プログラム |
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| EP3021546B1 (en) * | 2014-11-14 | 2020-04-01 | Institut Mines-Telecom / Telecom Sudparis | Selection of countermeasures against cyber attacks |
| EP3313114B1 (en) * | 2016-10-18 | 2021-06-09 | Nokia Solutions and Networks Oy | Detection and mitigation of signalling anomalies in wireless network |
| CN112446028B (zh) * | 2019-08-29 | 2024-12-06 | 中国电信股份有限公司 | App安全检测方法、装置以及介质 |
| KR20250139354A (ko) * | 2023-01-27 | 2025-09-23 | 텔레폰악티에볼라겟엘엠에릭슨(펍) | 무선 액세스 네트워크(ran) 시그널링에 기초한 업스트림 디바이스에 대한 서비스 거부(dos) 공격의 검출 |
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- 2011-11-01 CN CN201180067031.3A patent/CN103348719B/zh not_active Expired - Fee Related
- 2011-11-01 KR KR1020137027272A patent/KR101563413B1/ko not_active Expired - Fee Related
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| JPWO2015159486A1 (ja) * | 2014-04-17 | 2017-04-13 | パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカPanasonic Intellectual Property Corporation of America | 車載ネットワークシステム、不正検知電子制御ユニット及び不正検知方法 |
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| US11496491B2 (en) | 2014-04-17 | 2022-11-08 | Panasonic In Tei Iectual Property Corporation Of America | Method for sensing fraudulent frames transmitted to in-vehicle network |
| US11811798B2 (en) | 2014-04-17 | 2023-11-07 | Panasonic Intellectual Property Corporation Of America | Method for sensing fraudulent frames transmitted to in-vehicle network |
| US12095783B2 (en) | 2014-04-17 | 2024-09-17 | Panasonic Intellectual Property Corporation Of America | Method for sensing fraudulent frames transmitted to in-vehicle network |
| CN106375309A (zh) * | 2016-08-31 | 2017-02-01 | 北京青石绿网科技有限公司 | 一种移动设备dpi数据安全管理方法 |
| CN106375311A (zh) * | 2016-08-31 | 2017-02-01 | 北京青石绿网科技有限公司 | 一种移动设备dpi应用安全管理方法 |
| WO2019181551A1 (ja) * | 2018-03-23 | 2019-09-26 | 日本電信電話株式会社 | 異常トラヒック分析装置、異常トラヒック分析方法及び異常トラヒック分析プログラム |
| JP2019169881A (ja) * | 2018-03-23 | 2019-10-03 | 日本電信電話株式会社 | 異常トラヒック分析装置、異常トラヒック分析方法及び異常トラヒック分析プログラム |
| JP7025098B2 (ja) | 2018-03-23 | 2022-02-24 | 日本電信電話株式会社 | 異常トラヒック分析装置、異常トラヒック分析方法及び異常トラヒック分析プログラム |
| US11553347B2 (en) | 2018-03-23 | 2023-01-10 | Nippon Telegraph And Telephone Corporation | Abnormal traffic analysis apparatus, abnormal traffic analysis method, and abnormal traffic analysis program |
Also Published As
| Publication number | Publication date |
|---|---|
| KR101563413B1 (ko) | 2015-10-26 |
| EP2688329A1 (en) | 2014-01-22 |
| US9119075B2 (en) | 2015-08-25 |
| EP2688329A4 (en) | 2014-10-08 |
| BR112013023339A2 (pt) | 2016-12-13 |
| JPWO2012124207A1 (ja) | 2014-07-17 |
| US20130303120A1 (en) | 2013-11-14 |
| EP2688329B1 (en) | 2019-05-01 |
| JP5668839B2 (ja) | 2015-02-12 |
| CN103348719B (zh) | 2016-12-07 |
| KR20140003598A (ko) | 2014-01-09 |
| CN103348719A (zh) | 2013-10-09 |
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