diff --git a/README.md b/README.md
index 58874c4..3ea5778 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 # Shielded State Sync
-Synchronize shielded messages using fuzzy message detection (FMD).
+Synchronize shielded messages using [fuzzy message detection](https://eprint.iacr.org/2021/089) (FMD).
 
 ## Multi-key extraction
-This crate supports multi-key extraction by thresholdizing the original [FMD2 scheme](https://eprint.iacr.org/2021/089). 
+This crate supports multi-key extraction by thresholdizing the original FMD2 scheme. Refer to the [ART report](https://zenodo.org/records/15186457) for details.
 
 Knowing up to `t < d` detection keys leaks no information about the other `d-t` keys. Here `t` is a corruption threshold parameter passed to the multi-key extraction.
 
@@ -11,18 +11,18 @@ For each pair `(d,t)`, there is an associated set `P(d,t)` of valid leaked and f
 * `p_l:=2^{-n}` and `n` is the number of (different) secret subkeys across any `t` detection keys, 
 * `p_f:=2^{-δ}`and `δ` is the total number of secret subkeys in the `d` detection keys.
 
-Thus, the leaked rate is the false-positive rate at which any coallition of `t` servers can filter. The filtering rate is the false-positive rate at which the receiver can filter, after receiving all the filters from the `d` servers.
+Thus, the leaked rate is the false-positive rate at which any coalition of `t` servers can filter. The filtering rate is the false-positive rate at which the receiver can filter, after receiving all the filters from the `d` servers.
 
 ## Key expansion and key randomization
 Two implementations are provided. The compact scheme generates short FMD public keys, which can be randomized. 
 * Compact public keys can be _publicly_ expanded into FMD public keys. This means that only compact keys need to be made public by key owners (receivers), saving bandwidth and storage.
-* Randomized public keys share the same set of detection keys. Can be seen as sybil identities for the same receiver.
+* Randomized public keys share the same set of detection keys. Can be seen as Sybil identities for the same receiver.
 
 ## Serialization
-Feature `serde` enables serialization/deseralization of public keys, secret keys, detection keys, and flag ciphertexts.
+Feature `serde` enables serialization/deserialization of public keys, secret keys, detection keys, and flag ciphertexts.
 
 ## Benchmarks
 Run `make bench`.
 
 ## Examples
-See the examples folder.
+See the examples' folder.