diff --git a/lib/bcoin/bloom.js b/lib/bcoin/bloom.js
index 46ec7f40..638a8bb1 100644
--- a/lib/bcoin/bloom.js
+++ b/lib/bcoin/bloom.js
@@ -9,6 +9,13 @@ var utils = require('./utils');
 var assert = utils.assert;
 var constants = require('./protocol/constants');
 
+/*
+ * Constants
+ */
+
+var LN2SQUARED = 0.4804530139182014246671025263266649717305529515945455;
+var LN2 = 0.6931471805599453094172321214581765680755001343602552;
+
 /**
  * Bloom Filter
  * @exports Bloom
@@ -36,6 +43,9 @@ function Bloom(size, n, tweak, update) {
     this.reset();
   }
 
+  if (update == null)
+    update = constants.filterFlags.NONE;
+
   this.n = n;
   this.tweak = tweak;
   this.update = update;
@@ -136,6 +146,107 @@ Bloom.prototype.isWithinConstraints = function isWithinConstraints() {
   return true;
 };
 
+/**
+ * Create a filter from a false positive rate.
+ * @param {Number} items - Expeected number of items.
+ * @param {Number} rate - False positive rate (0.0-1.0).
+ * @param {Number} tweak
+ * @param {Number} update
+ * @example
+ * bcoin.bloom.fromRate(800000, 0.01, 0xdeadbeef);
+ * @returns {Boolean}
+ */
+
+Bloom.fromRate = function fromRate(items, rate, tweak, update) {
+  var size, n;
+
+  size = (-1 / LN2SQUARED * items * Math.log(rate)) | 0;
+  size = Math.min(size, constants.bloom.MAX_BLOOM_FILTER_SIZE * 8);
+
+  n = (size / items * LN2) | 0;
+  n = Math.min(n, constants.bloom.MAX_HASH_FUNCS);
+
+  if (tweak == null)
+    tweak = Math.random() * 0x100000000 | 0;
+
+  return new Bloom(size, n, tweak, update);
+};
+
+/**
+ * A bloom filter that will reset itself
+ * once the max number of items is reached.
+ * @exports Bloom
+ * @constructor
+ * @param {Number} items - Expected number of items.
+ * @param {Number} rate - False positive rate.
+ * @property {Bloom} filter
+ * @property {Number} items
+ */
+
+function RollingFilter(items, rate) {
+  if (!(this instanceof RollingFilter))
+    return new RollingFilter(items, rate);
+
+  this.count = 0;
+  this.items = items;
+
+  this.filter = Bloom.fromRate(items, rate);
+}
+
+/**
+ * Reset the filter.
+ */
+
+RollingFilter.prototype.reset = function reset() {
+  this.count = 0;
+  return this.filter.reset();
+};
+
+/**
+ * Add data to the filter.
+ * @param {Buffer|String}
+ * @param {String?} enc - Can be any of the Buffer object's encodings.
+ */
+
+RollingFilter.prototype.add = function add(val, enc) {
+  if (this.count >= this.items)
+    this.reset();
+
+  this.count++;
+
+  return this.filter.add(val, enc);
+};
+
+/**
+ * Test whether data is present in the filter.
+ * @param {Buffer|String} val
+ * @param {String?} enc - Can be any of the Buffer object's encodings.
+ * @returns {Boolean}
+ */
+
+RollingFilter.prototype.test = function test(val, enc) {
+  return this.filter.test(val, enc);
+};
+
+/**
+ * Test whether data is present in the filter, add it if not.
+ * @param {Buffer|String} val
+ * @param {String?} enc - Can be any of the Buffer object's encodings.
+ * @returns {Boolean}
+ */
+
+RollingFilter.prototype.added = function added(val, enc) {
+  if (typeof val === 'string')
+    val = new Buffer(val, enc);
+
+  if (!this.filter.test(val)) {
+    this.filter.add(val);
+    return true;
+  }
+
+  return false;
+};
+
 /*
  * Murmur
  */
@@ -239,6 +350,8 @@ function murmur(data, seed) {
 
 Bloom.hash = murmur;
 
+Bloom.rolling = RollingFilter;
+
 /*
  * Expose
  */
diff --git a/lib/bcoin/peer.js b/lib/bcoin/peer.js
index 0beb38f9..7a5c915f 100644
--- a/lib/bcoin/peer.js
+++ b/lib/bcoin/peer.js
@@ -100,6 +100,8 @@ function Peer(pool, options) {
   this.relay = true;
   this.localNonce = utils.nonce();
   this.filterRate = -1;
+  this.addrFilter = new bcoin.bloom.rolling(5000, 0.001);
+  this.invFilter = new bcoin.bloom.rolling(50000, 0.000001);
 
   this.challenge = null;
   this.lastPong = -1;
@@ -279,6 +281,8 @@ Peer.prototype.createSocket = function createSocket(port, host) {
  */
 
 Peer.prototype.sendInv = function sendInv(items) {
+  var self = this;
+
   if (this.destroyed)
     return;
 
@@ -313,6 +317,10 @@ Peer.prototype.sendInv = function sendInv(items) {
     };
   });
 
+  items = items.filter(function(msg) {
+    return self.invFilter.added(msg.hash, 'hex');
+  });
+
   this.write(this.framer.inv(items));
 };
 
@@ -1232,6 +1240,8 @@ Peer.prototype._handleAddr = function handleAddr(addrs) {
     if (ts <= 100000000 || ts > now + 10 * 60)
       ts = now - 5 * 24 * 60 * 60;
 
+    this.addrFilter.add(host, 'ascii');
+
     this.emit('addr', {
       version: addr.version,
       ts: ts,
@@ -1308,6 +1318,9 @@ Peer.prototype._handleGetAddr = function handleGetAddr() {
 
     hosts[seed.host] = true;
 
+    if (!this.addrFilter.added(seed.host, 'ascii'))
+      continue;
+
     items.push({
       network: this.network,
       ts: seed.ts || ts,
@@ -1342,6 +1355,9 @@ Peer.prototype._handleInv = function handleInv(items) {
       txs.push(item.hash);
     else if (item.type === constants.inv.BLOCK)
       blocks.push(item.hash);
+    else
+      continue;
+    this.invFilter.add(item.hash, 'hex');
   }
 
   if (blocks.length > 0)
diff --git a/lib/bcoin/pool.js b/lib/bcoin/pool.js
index fbb1e2b6..856f6966 100644
--- a/lib/bcoin/pool.js
+++ b/lib/bcoin/pool.js
@@ -170,8 +170,9 @@ function Pool(options) {
   };
 
   this.tx = {
-    state: {},
-    count: 0,
+    filter: !this.mempool
+      ? new bcoin.bloom.rolling(50000, 0.000001)
+      : null,
     type: constants.inv.TX
   };
 
@@ -1016,8 +1017,7 @@ Pool.prototype._createPeer = function _createPeer(options) {
 
     for (i = 0; i < txs.length; i++) {
       hash = txs[i];
-      if (self._markTX(hash, 0))
-        self.getData(peer, self.tx.type, hash);
+      self.getData(peer, self.tx.type, hash);
     }
   });
 
@@ -1043,19 +1043,19 @@ Pool.prototype._createPeer = function _createPeer(options) {
 
 Pool.prototype._handleTX = function _handleTX(tx, peer, callback) {
   var self = this;
-  var requested, updated;
+  var requested = this.fulfill(tx);
 
-  callback = utils.asyncify(callback);
-
-  requested = this.fulfill(tx);
-  updated = this._markTX(tx, 1);
+  if (!requested && tx.ts === 0) {
+    bcoin.debug('Peer sent unrequested tx: %s (%s).',
+      tx.rhash, peer.hostname);
+  }
 
   function addMempool(tx, callback) {
     if (!self.mempool)
-      return callback();
+      return utils.nextTick(callback);
 
     if (tx.ts !== 0)
-      return callback();
+      return utils.nextTick(callback);
 
     self.mempool.addTX(tx, callback);
   }
@@ -1069,11 +1069,7 @@ Pool.prototype._handleTX = function _handleTX(tx, peer, callback) {
       }
     }
 
-    if (updated || tx.block)
-      self.emit('tx', tx, peer);
-
-    if (self.options.spv && tx.block)
-      self.emit('watched', tx, peer);
+    self.emit('tx', tx, peer);
 
     return callback();
   });
@@ -1208,29 +1204,6 @@ Pool.prototype._addPeer = function _addPeer() {
   });
 };
 
-Pool.prototype._markTX = function(hash, state) {
-  if (hash.hash)
-    hash = hash.hash('hex');
-
-  if (this.tx.count >= 5000) {
-    this.tx.state = {};
-    this.tx.count = 0;
-  }
-
-  if (this.tx.state[hash] == null) {
-    this.tx.state[hash] = state;
-    this.tx.count++;
-    return true;
-  }
-
-  if (this.tx.state[hash] < state) {
-    this.tx.state[hash] = state;
-    return true;
-  }
-
-  return false;
-};
-
 Pool.prototype.bestPeer = function bestPeer() {
   return this.peers.regular.reduce(function(best, peer) {
     if (!peer.version || !peer.socket)
@@ -1567,8 +1540,12 @@ Pool.prototype.getData = function getData(peer, type, hash, options, callback) {
   }
 
   if (type === this.tx.type) {
-    if (!this.mempool)
-      return utils.asyncify(done)(null, false);
+    if (!this.mempool) {
+      done = utils.asyncify(done);
+      if (this.tx.filter.added(hash, 'hex'))
+        return done(null, false);
+      return done(null, true);
+    }
     return this.mempool.has(hash, done);
   }