From 4531dcdde3e229472b24b11199231d7ee41fdcec Mon Sep 17 00:00:00 2001 From: yzr95924 Date: Mon, 31 May 2021 21:09:43 +0800 Subject: [PATCH] update --- README.md | 20 +++- .../SGX-Storage/EnclaveCache-Middleware'19.md | 108 ++++++++++++++++++ .../SGX-Technique/SwitchLess-SysTEX'18.md | 92 +++++++++++++++ StoragePaperNote/TinyLFU-ToS'17.md | 35 ++++++ paper_figure/image-20210529210747569.png | Bin 0 -> 56248 bytes 5 files changed, 251 insertions(+), 4 deletions(-) create mode 100644 StoragePaperNote/Security/SGX-Storage/EnclaveCache-Middleware'19.md create mode 100644 StoragePaperNote/Security/SGX-Technique/SwitchLess-SysTEX'18.md create mode 100644 StoragePaperNote/TinyLFU-ToS'17.md create mode 100644 paper_figure/image-20210529210747569.png diff --git a/README.md b/README.md index 2944c5f..9d88980 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ In this repo, it records some paper related to storage system, including **Data | Type | Paper Amount | | ----------------------- | ------------ | -| A. Data Deduplication | 116 | +| A. Data Deduplication | 83 | | B. Erasure Coding | 37 | | C. Security and Privacy | 12 | | D. Other | 7 | @@ -97,6 +97,8 @@ In this repo, it records some paper related to storage system, including **Data 25. *Privacy-Preserving Data Deduplication on Trusted Processors*----CLOUD'17 ([link](https://ieeexplore.ieee.org/document/8030573)) [summary]( https://yzr95924.github.io/paper_summary/PrivacyPreservingDedup-CLOUD'17.html ) 26. *Distributed Key Generation for Encrypted Deduplication: Achieving the Strongest Privacy*----CCSW'14 ([link]( https://dl.acm.org/doi/abs/10.1145/2664168.2664169 )) [summary](https://yzr95924.github.io/paper_summary/DistributedKeyGen-CCSW'14.html) 27. *Proofs of Ownership on Encrypted Cloud Data via Intel SGX*----ACNS'20 ([link](https://link.springer.com/chapter/10.1007/978-3-030-61638-0_22)) [summary](https://yzr95924.github.io/paper_summary/PoWSGX-ACNS'20.html) +28. *Accelerating Encrypted Deduplication via SGX*----USENIX ATC'21 +29. *S2Dedup: SGX-enabled Secure Deduplication*----SYSTOR'21 ### Computation Deduplication @@ -281,9 +283,10 @@ In this repo, it records some paper related to storage system, including **Data 5. *Varys: Protecting SGX Enclaves From Practical Side-Channel Attacks*---USENIX ATC'18 ([link](https://www.usenix.org/system/files/conference/atc18/atc18-oleksenko.pdf)) 6. *sgx-perf: A Performance Analysis Tool for Intel SGX Enclaves*----Middleware'18 ([link](https://www.ibr.cs.tu-bs.de/users/weichbr/papers/middleware2018.pdf)) [summary]( https://yzr95924.github.io/paper_summary/SGXPerf-Middleware'18.html ) 7. *TaLoS: Secure and Transparent TLS Termination inside SGX Enclaves*----arxiv'17 ([link](https://www.doc.ic.ac.uk/~fkelbert/papers/talos17.pdf)) [summary](https://yzr95924.github.io/paper_summary/talos-arxiv'17.html) -8. *Switchless Calls Made Practical in Intel SGX*----SysTex'18 ([link](https://dl.acm.org/doi/pdf/10.1145/3268935.3268942)) +8. *Switchless Calls Made Practical in Intel SGX*----SysTex'18 ([link](https://dl.acm.org/doi/pdf/10.1145/3268935.3268942)) [summary](https://yzr95924.github.io/paper_summary/SwitchLess-SysTEX'18.html) 9. *Regaining Lost Seconds: Efficient Page Preloading for SGX Enclaves*----Middleware'20 ([link](https://dl.acm.org/doi/pdf/10.1145/3423211.3425673)) 10. *Everything You Should Know About Intel SGX Performance on Virtualized Systems*----Sigmeterics'19 ([link](https://dl.acm.org/doi/pdf/10.1145/3322205.3311076)) [summary](https://yzr95924.github.io/paper_summary/SGXPerformance-SIGMETRICS'19.html) +11. *A Comparison Study of Intel SGX and AMD Memory Encryption Technology*---HASP'18 ([link](https://dl.acm.org/doi/abs/10.1145/3214292.3214301)) ### SGX Storage @@ -296,12 +299,14 @@ In this repo, it records some paper related to storage system, including **Data 7. SeGShare: Secure Group File Sharing in the Cloud using Enclaves----DSN'20 ([link](http://www.fkerschbaum.org/dsn20.pdf)) [summary](https://yzr95924.github.io/paper_summary/SeGShare-DSN'20.html) 8. *DISKSHIELD: A Data Tamper-Resistant Storage for Intel SGX*----AsiaCCS'20 ([link](https://dl.acm.org/doi/pdf/10.1145/3320269.3384717)) 9. *SPEED: Accelerating Enclave Applications via Secure Deduplication*----ICDCS'19 ([link](https://conferences.computer.org/icdcs/2019/pdfs/ICDCS2019-49XpIlu3rRtYi2T0qVYnNX/5DGHpUvuZKbyIr6VRJc0zW/5PfoKBVnBKUPCcy8ruoayx.pdf)) [summary](https://yzr95924.github.io/paper_summary/SPEED-ICDCS'19.html) +12. *Secure In-memory Key-Value Storage with SGX*----SoCC'18 +13. *EnclaveCache: A Secure and Scalable Key-value Cache in Multi-tenant Clouds using Intel SGX*----Middleware'19 ([link](https://dl.acm.org/doi/pdf/10.1145/3361525.3361533) [summary](https://yzr95924.github.io/paper_summary/EnclaveCache-Middleware'19.html) ### Network Security 1. *A Privacy-Preserving Defense Mechanism Against Request Forgery Attacks*----TrustCom'11 ([link](https://www.cse.cuhk.edu.hk/~pclee/www/pubs/trustcom11.pdf)) [summary]( https://yzr95924.github.io/paper_summary/DeRef-TrustCom'11.html ) -## D. Others +## D. General Storage ### Multi-Cloud System 1. *Kurma: Secure Geo-Distributed Multi-Cloud Storage Gateways*----SYSTOR'19 [summary](https://yzr95924.github.io/paper_summary/Kurma-SYSTOR'19.html) 2. *SPANStore: Cost-Effective Geo-Replicated Storage Spanning Multiple Cloud Services*----SOSP'13 [summary](https://yzr95924.github.io/paper_summary/SPANStore-SOSP'13.html) @@ -312,7 +317,7 @@ In this repo, it records some paper related to storage system, including **Data 1. *In Search of an Understandable Consensus Algorithm*----USENIX ATC'14 -### Distributed File System +### Storage System 1. *Ceph: A Salable, High-Performance Distributed File System*----OSDI'06 2. *The Hadoop Distributed File System*----MSST'10 ([link](http://storageconference.us/2010/Papers/MSST/Shvachko.pdf)) [summary](https://yzr95924.github.io/paper_summary/HDFS-MSST'10.html) 3. *RADOS: A Scalable, Reliable Storage Service for Petabyte-scale Storage Clusters*----PDSW'07 @@ -321,6 +326,11 @@ In this repo, it records some paper related to storage system, including **Data 6. *The Google File System*----SOSP'03 7. *Bigtable: A Distributed Storage System for Structured Data*----OSDI'06 +### Cache + +1. *TinyLFU: A Highly Efficient Cache Admission Policy*----ACM ToS'17 + + ### Hash 1. *Compare-by-Hash: A Reasoned Analysis*----USENIX ATC'06 ([link](https://www.usenix.org/legacy/event/usenix06/tech/full_papers/black/black.pdf)) [summary](https://yzr95924.github.io/paper_summary/CompareByHash-ATC'06.html) 2. *An Analysis of Compare-by-Hash*----HotOS'03 ([link](http://www.cs.utah.edu/~shanth/stuff/research/dup_elim/hash_cmp.pdf)) @@ -328,3 +338,5 @@ In this repo, it records some paper related to storage system, including **Data ### Streaming Process 1. *A Lock-Free, Cache-Efficient Multi-Core Synchronization Mechanism for Line-Rate Network Traffic Monitoring*----IPDPS'10 + + diff --git a/StoragePaperNote/Security/SGX-Storage/EnclaveCache-Middleware'19.md b/StoragePaperNote/Security/SGX-Storage/EnclaveCache-Middleware'19.md new file mode 100644 index 0000000..2ba3cbc --- /dev/null +++ b/StoragePaperNote/Security/SGX-Storage/EnclaveCache-Middleware'19.md @@ -0,0 +1,108 @@ +--- +typora-copy-images-to: ../paper_figure +--- +EnclaveCache: A Secure and Scalable Key-Value Cache in Multi-tenant Clouds using Intel SGX +------------------------------------------ +| Venue | Category | +| :------------------------: | :------------------: | +| Middleware'19 | SGX Storage | +[TOC] + +## 1. Summary +### Motivation of this paper +- Motivation + - In-memory key-value caches such as Redis and Memcached have been widely used to speed up web application and reduce the burden on backend database. + - Data security is still a major concern, which affects the adoption of cloud caches (multi-tenant environment) + - co-located malicious tenants + - the untrusted cloud provider +- Limitation of existing approaches + - virtualization and containerization technologies + - achieved tenant isolation at the cost of system scalability, resource contention + - adopt property-preserving encryption to enable query processing over encrypted data + - suffer from high computation overhead and information leakage +- Threat model + - multiple mutually distrust parties in a multi-tenant cloud environment + - privileged adversary can access the data stored outside the trusted environment + - malicious tenants may make spurious access to increase their cache hit rate, and evict the data of co-located tenants out of memory + +### EnclaveCache + +- Main idea + - enforce data isolation among co-located tenants using multiple SGX + - securely guard the encryption key of each tenant by the enclave + - key question: how to utilize SGX enclaves to realize secure key-value caches within the limited trusted memory + - remains an open question +- Key design decisions + - tenant isolation + - allow multiple tenants to share a single cache instance, and `each tenant gets a separate enclave as a secret container` + - data protection + - plaintext data only stays inside enclaves to get serialized, deserialized and processed, and the data is encrypted one it leaves the enclave. +- Cache isolation + - application container: support un-modified applications inside enclaves (`bad scalability`) + - e.g., SCONE + - data container: hosting only each tenant's data in a dedicated enclave (`oversubscribe the SGX resources`) + - secret container: storing only the sensitive information as well as the critical code into enclaves (`this paper design`) +- Architecture + - ![image-20210529210747569](../paper_figure/image-20210529210747569.png) + - The TLS connection is terminated inside the enclave + - **Encryption engine** inside then secret enclave is responsible for encrypting the sensitive fields of the requests passed from the TLS server endpoint. + - The encryption key used by the encryption engine is acquired by the Key Request Module (KRM) from a Key Distribution Center (KDC). + - via SGX remote attestation +- Key distribution and management + - Each tenant is bound with a unique *encryption key* for the encryption/decryption of tenant's data stored outside the enclave. + - Every newly-created secret enclave has to go through RA procedure to be attested and provisioned + - the encryption key can be stored securely and persistently in the local disk + - SGX sealing mechanism +- Query processing + - only the sensitive fields of a message, such as the key/value field, need to be protected via encryption. + - the IV for encryption is computed from the SHA-256 hash of each sensitive field + - the IV and the MAC is appended to the ciphertext to be used at the time of decryption + - bind the key and value + - appends the hash of the key to its corresponding value, and the encryption is then performed on the newly generated value + - to against the attacher to replace the encrypted value. + - query with the encrypted key + - forward to the request handler + +### Implementation and Evaluation +- Implementation + - mbedtls-sgx: AES-128, SHA-256 + - Tenant isolation + - per-tenant LRU for shared multi-tenant cache management strategy + - the same account of data is bound to be evicted from each tenant + - bind each tenant with a logical database to enable the per-tenant LRU strategy + - switchless call to optimize the performance + +- Evaluation + - four instances: redis + stunnel, EnclaveCache + switchless, EnclaveCache, Graphene-SGX + redis + - YCSB benchmark suite + - 1. throughput + - 2. hotspots analysis + - using Intel VTune amplifier + - 3. latency + - for requests with large values, the performance of it decreases greatly, mainly due to the increased computation overhead for cryptography operations + - 4. scalability + - 5. cache fairness + + + + +## 2. Strength (Contributions of the paper) + +- leverage trusted hardware to solve the problem of **tenant isolation** and **data protection** in multi-tenant clouds. +- adopts fine-grained, tenant-specific key-value encryption in SGX enclaves to `overcome the limit of SGX`. +- Extensive evaluation + - better performance, higher scalability than running native, unmodified applications in the enclaves + +## 3. Weakness (Limitations of the paper) + +- Issues of encrypted data stored outside the enclaves + - malicious adversaries can delete or re-insert previous key-value pair + - the operation types, key access frequencies and hashed-key distributions are also visible and exploitable. + +## 4. Some Insights (Future work) + +- Security issues in multi-tenants environment + - the multi-tenant environment may expose users' sensitive data to the other co-located, possibly malicious tenants + - the cloud platform provider itself cannot be considered trusted +- SGX attach surface + - the attack surface with SGX enclaves is significantly reduced to only the `processor` and `the software inside enclaves`. \ No newline at end of file diff --git a/StoragePaperNote/Security/SGX-Technique/SwitchLess-SysTEX'18.md b/StoragePaperNote/Security/SGX-Technique/SwitchLess-SysTEX'18.md new file mode 100644 index 0000000..780b8c4 --- /dev/null +++ b/StoragePaperNote/Security/SGX-Technique/SwitchLess-SysTEX'18.md @@ -0,0 +1,92 @@ +--- +typora-copy-images-to: ../paper_figure +--- +Switchless Calls Made Practical in Intel SGX +------------------------------------------ +| Venue | Category | +| :------------------------: | :------------------: | +| SysTEX'18 | SGX-Technique | +[TOC] + +## 1. Summary +### Motivation of this paper + +- Motivation + - One primary performance overhead is `enclave switches`, which are expensive and can be triggered frequently by cross-enclave function calls. + - the overhead of an ECall and OCall is over 8000 CPU cycles, which is > 50x more expensive than that of a system call. + - Previous works propose switchless calls, avoids enclave switches by using **worker** threads to execute function calls **asynchronously**. + - It argues this technique is questionable in terms of efficiency + - It is always wise to trade extra CPU cores for reduced enclave switches? +- Existing work + - Switchless calls: caller thread send the request of ECalls/OCalls into **shared, untrusted buffers**, from which the requests are received and processed asynchronously by worker threads. + - thus requiring extra CPU cores + - is questionable in face of diverse and dynamic workloads encountered by real-world applications + +### Switchless calls + +- Main idea: + - trade as few as extra CPU cores as possible for as many reduced enclave switches as possible + - under different usage patterns and changing runtime workloads + - determine on what conditions can switchless calls improve the performance efficiently + - insights: + - ECall/OCalls should be executed as Switchless Calls if they are `short and called frequently` + +- Performance model + + - assume the implementation of switchless calls adopts the `busy-wait` approach + - the caller thread must wait for the response in **a busy loop** + - pushing requests to a shared queue + - model + - the time spent inside the enclave $T_t$ + - the time spent outside the enclave $T_u$ + - the time to do an enclave switch $T_{es}$ + - insights: + - busy-wait switchless OCalls outperform the traditional OCalls if and only if the $T_t + T_u \leq T_{es}$ + +- Efficiency-based worker scheduling algorithm + + - strike a good balance between performance speedup and power conservation + - determine, at any point in time, the optimal number of workers so that the performance speedup of the callers is maximized while the wasted CPU cycles of the worker are minimized + - worker efficiency + - The CPU time saved by the worker / The CPU time consumed by the worker = $\frac{X \cdot T_{es}}{T}$ + - has a **positive linear relationship** with the throughput speedup + - reflects the trade-off between the extra CPU cores and the reduced enclave switches + - Algorithm: + - maximizing the number of worker threads under the constraints of an upper bound on the number of worker threads and a lower bound on the average worker efficiency. + - self-adaptive: determine the optimal number of worker threads at any point in time + - user-configurable: make an explicit tradeoff between performance and energy conservation + - negligible overhead: require **collecting a few basic statistics** at runtime, thus incurring virtually no runtime overhead + - adjust the number of running worker threads by **sleeping or waking up threads** + - current average worker efficiency < the expected worker efficiency + - sleep some threads + - current average worker efficiency > the expected worker efficiency + - wake up some threads + +### Implementation and Evaluation +- Implementation (in Intel SGX SDK) + - adopt `busy-wait` switchless approach + - maintain a fixed size thread pool for workers + - Easy to use: label in EDL file + - Customizable worker management + - support register callback function to handle worker events + +- Evaluation + - Static workloads + - empty ECalls/OCalls + - sgx_fwrite + - Dynamic workloads + +## 2. Strength (Contributions of the paper) + +- the first work gives an in-depth performance analysis of switchless calls +- propose a self-adaptive worker scheduling algorithm to automatically determine the number of workers + - strike a good balance between performance and energy conservation + +## 3. Weakness (Limitations of the paper) + +## 4. Some Insights (Future work) + +- SGX background + - SGX is considered a promising hardware-based isolation technology, especially for **protecting security-sensitive workloads** on public clouds. + - Due to the high cost of enclave switches, it is problematic for **system-intensive** workloads. + diff --git a/StoragePaperNote/TinyLFU-ToS'17.md b/StoragePaperNote/TinyLFU-ToS'17.md new file mode 100644 index 0000000..ffb92bc --- /dev/null +++ b/StoragePaperNote/TinyLFU-ToS'17.md @@ -0,0 +1,35 @@ +--- +typora-copy-images-to: ../paper_figure +--- +TinyLFU: A Highly Efficient Cache Admission Policy +------------------------------------------ +| Venue | Category | +| :------------------------: | :------------------: | +| ToS'17 | Cache | +[TOC] + +## 1. Summary +### Motivation of this paper +- Perfect LFU (PLFU): is an **optimal** policy when the access distribution is **static** + - Limitations: + - the cost of maintaining a complete frequency histogram for all data items ever accessed is prohibitively high. + - cannot adapt to dynamic changes in the distribution. + +### Method Name + +### Implementation and Evaluation + +## 2. Strength (Contributions of the paper) + +## 3. Weakness (Limitations of the paper) + +## 4. Some Insights (Future work) +- Locality + - characterize the access frequency of all possible data items through a **probability distribution** + - the probability distribution is highly skewed (a small number of objects are much more likely to be accessed than other objects). +- Least frequently used (LFU) + - When the probability distribution of the data access pattern **constant** over time, it is easy to show that the LFU yields the highest cache hit ratio. +- LRU v.s. 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